Comment Sought on Technical Requirements for the Mobile Challenge, Verification, and Crowdsource Processes Required Under the Broadband Data Act

Citation86 FR 40398
Published date28 July 2021
Record Number2021-16071
CourtFederal Communications Commission
Federal Register, Volume 86 Issue 142 (Wednesday, July 28, 2021)
[Federal Register Volume 86, Number 142 (Wednesday, July 28, 2021)]
                [Proposed Rules]
                [Pages 40398-40416]
                From the Federal Register Online via the Government Publishing Office [www.gpo.gov]
                [FR Doc No: 2021-16071]
                [[Page 40398]]
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                FEDERAL COMMUNICATIONS COMMISSION
                47 CFR Part 1
                [WC Docket No. 19-195, DA 21-853; FR ID 39982]
                Comment Sought on Technical Requirements for the Mobile
                Challenge, Verification, and Crowdsource Processes Required Under the
                Broadband Data Act
                AGENCY: Federal Communications Commission.
                ACTION: Proposed rule.
                -----------------------------------------------------------------------
                SUMMARY: In this document, the Wireless Telecommunications Bureau
                (WTB), the Office of Economics and Analytics (OEA), and the Office of
                Engineering and Technology (OET) (collectively, the Bureau and Offices)
                seek comment on proposed technical requirements to implement the mobile
                challenge, verification, and crowdsourcing processes required by the
                Broadband DATA Act.
                DATES: Comments are due on or before August 27, 2021; reply comments
                are due on or before September 13, 2021.
                ADDRESSES: You may submit comments, identified by WC Docket No. 19-195,
                by any of the following methods:
                 Electronic Filers: Comments may be filed electronically
                using the internet by accessing the ECFS: https://www.fcc.gov/ecfs.
                 Paper Filers: Parties who choose to file by paper must
                file an original and one copy of each filing.
                 Filings can be sent by commercial overnight courier, or by
                first-class or overnight U.S. Postal Service mail. All filings must be
                addressed to the Commission's Secretary, Office of the Secretary,
                Federal Communications Commission.
                 Commercial overnight mail (other than U.S. Postal Service
                Express Mail and Priority Mail) must be sent to 9050 Junction Drive,
                Annapolis Junction, MD 20701. U.S. Postal Service first-class, Express,
                and Priority mail must be addressed to 45 L Street NE. Washington, DC
                20554.
                 Effective March 19, 2020, and until further notice, the
                Commission no longer accepts any hand or messenger delivered filings.
                This is a temporary measure taken to help protect the health and safety
                of individuals, and to mitigate the transmission of COVID-19.
                 People with Disabilities. To request materials in accessible
                formats for people with disabilities (braille, large print, electronic
                files, audio format), send an email to [email protected] or call the
                Consumer & Government Affairs Bureau at 202-418-0530 (voice, 202-418-
                0432 (tty).
                FOR FURTHER INFORMATION CONTACT: Will Holloway,
                [email protected], Competition & Infrastructure Policy Division,
                (WTB), Jonathan McCormack at [email protected] (OEA), or
                Martin Doczkat at [email protected] (OET).
                SUPPLEMENTARY INFORMATION: This is a summary of the Commission's
                document, Public Notice, in WC Docket No 19-195, DA 21-853, released on
                July 16, 2021. The full text of this document, including the Technical
                Appendix is available for public inspection and can be downloaded at
                https://www.fcc.gov/document/input-sought-mobile-challenge-verification-technical-requirements or by using the Commission's ECFS
                web page at www.fcc.gov/ecfs.
                Ex Parte Rules
                 This proceeding shall be treated as a ``permit-but-disclose''
                proceeding in accordance with the Commission's ex parte rules. Persons
                making ex parte presentations must file a copy of any written
                presentation or a memorandum summarizing any oral presentation within
                two business days after the presentation (unless a different deadline
                applicable to the Sunshine period applies). Persons making oral ex
                parte presentations are reminded that memoranda summarizing the
                presentation must: (1) List all persons attending or otherwise
                participating in the meeting at which the ex parte presentation was
                made; and (2) summarize all data presented and arguments made during
                the presentation. If the presentation consisted in whole or in part of
                the presentation of data or arguments already reflected in the
                presenter's written comments, memoranda, or other filings in the
                proceeding, the presenter may provide citations to such data or
                arguments in his or her prior comments, memoranda, or other filings
                (specifying the relevant page and/or paragraph numbers where such data
                or arguments can be found) in lieu of summarizing them in the
                memorandum. Documents shown or given to Commission staff during ex
                parte meetings are deemed to be written ex parte presentations and must
                be filed consistent with Sec. 1.1206(b) of the Commission's rules. In
                proceedings governed by Sec. 1.49(f) of the rules or for which the
                Commission has made available a method of electronic filing, written ex
                parte presentations and memoranda summarizing oral ex parte
                presentations, and all attachments thereto, must be filed through the
                electronic comment filing system available for that proceeding, and
                must be filed in their native format (e.g., .doc, .xml., .ppt,
                searchable .pdf). Participants in this proceeding should familiarize
                themselves with the Commission's ex parte rules.
                Paperwork Reduction Act
                 The rulemaking required under section 802(a)(1) of the Broadband
                DATA Act is exempt from review by OMB and from the requirements of the
                Paperwork Reduction Act of 1995 (PRA), Public Law 104-13. As a result,
                the Public Notice will not be submitted to OMB for review under section
                3507(d) of the PRA.
                Synopsis
                I. Introduction
                 1. With this Public Notice, the Wireless Telecommunications Bureau
                (WTB), the Office of Economics and Analytics (OEA), and the Office of
                Engineering and Technology (OET) (collectively, the Bureau and Offices)
                take the next step in implementing the requirements of the Broadband
                DATA Act and improving the Commission's data on broadband availability
                as part of the Broadband Data Collection (BDC). To implement the
                Broadband DATA Act's requirements and obtain better mobile broadband
                availability data, the Commission delegated to the Bureau and Offices
                the obligation to develop: (1) Technical requirements for a challenge
                process that will enable consumers and other third parties to dispute
                service providers' coverage data; (2) a process to verify service
                providers' coverage data; and (3) a process to accept crowdsourced
                information from third parties. These measures will enable the
                Commission, Congress, other federal and state policy makers, Tribal
                entities, consumers, and other third parties to verify and supplement
                the data collected by the Commission on the status of broadband
                availability throughout the United States.
                 2. This Public Notice seeks comment on proposed technical
                requirements to implement the mobile challenge, verification, and
                crowdsourcing processes required by the Broadband DATA Act. These
                requirements include the metrics to be collected for on-the-ground test
                data and a methodology for determining the threshold for what
                constitutes a cognizable challenge requiring a provider response. The
                Public Notice also provides tentative
                [[Page 40399]]
                views and seeks comment on the types of data that likely will be
                probative in different circumstances for validating broadband
                availability data submitted by mobile service providers. The Public
                Notice and the detailed Technical Appendix, Appendix A, propose
                detailed processes and metrics for challengers to use to contest
                providers' broadband coverage availability, for providers to follow
                when responding to a Commission verification request, and for state,
                local, and Tribal governmental entities and other third parties to
                follow when submitting verified broadband coverage data. For purposes
                of this Public Notice, the Bureau and Offices generally refer to state,
                local, and Tribal entities as ``government entities'' or ``governmental
                entities.'' The Public Notice seeks comment on the technical
                requirements for these complex issues to assure that the broadband
                availability data collected in the challenge and other data
                verification and crowdsource processes serves the important broadband
                data verification purposes envisioned in the Broadband DATA Act.
                 3. The Broadband DATA Act requires the Commission to collect
                granular data from broadband internet access service providers on the
                availability and quality of broadband service and also to establish a
                challenge process, verify the accuracy and reliability of the broadband
                coverage data that providers are required to submit in their BDC
                filings, and improve data accuracy through a crowdsourcing process. The
                Broadband DATA Act also requires the Commission to develop ``a process
                through which it can collect verified data for use in the coverage maps
                from: (1) [s]tate, local, and Tribal governmental entities that are
                primarily responsible for mapping or tracking broadband internet access
                service coverage for a [s]tate, unit of local government, or Indian
                Tribe, as applicable; (2) third parties . . . ; and (3) other Federal
                agencies.'' In its Second Order and Third Further Notice, the
                Commission adopted some of the Broadband DATA Act's requirements for
                collection and reporting broadband data from providers, developed the
                framework for the BDC, established a process for verifying the
                broadband data it receives from providers in their BDC filings, and
                adopted a basic framework for collecting crowdsourced information.
                While the challenge process, crowdsource data, and other FCC efforts
                will all serve to validate the data submitted by providers, for
                purposes of this Public Notice, ``verification'' or ``verification
                process'' refers to the internal process the Commission sought comment
                on in section IV.D. of the Third Further Notice and adopted in section
                III.E. of the Third Order. In the Third Order, the Commission adopted
                additional requirements for collecting and verifying provider-submitted
                data and established the challenge process. The Commission directed the
                Bureau and Offices to design and develop the new BDC platform for
                mapping broadband availability, and to set forth the specifications and
                requirements for the mobile challenge, verification, and crowdsourcing
                processes. The Commission was able to begin development of the BDC
                systems and the proposed technical requirements to implement these
                processes after funding to implement the Act was appropriated in
                December 2020.
                 4. In the Third Order, the Commission determined that it should
                aggregate speed test results received from multiple consumer challenges
                in the same general area in order to resolve challenges in an efficient
                manner, mitigate the time and expense involved, and ensure that the
                mobile coverage maps are reliable and useful. When these aggregated
                results reach an appropriate threshold, they will constitute a
                cognizable challenge requiring a provider response. While the
                Commission acknowledged that consumers are likely to submit challenges
                in distinct, localized areas instead of expending the time and
                resources to test in a broader area or for extended periods, it also
                recognized that providers should not be subject to the undue cost of
                responding to a large number of challenges in very small areas. In
                response to the Second Order and Third Further Notice, providers argued
                that a requirement to respond to every consumer challenge would be a
                substantial burden. The Commission directed OEA, in consultation with
                WTB, to determine the threshold number of mobile consumer challenges
                within a specified area that will constitute a cognizable challenge
                triggering a provider's obligation to respond. In connection with that
                determination, the Commission also directed OEA, in consultation with
                WTB, to establish: (1) The methodology for determining this threshold;
                and (2) the methodology for determining the boundaries of a geographic
                area where the threshold for a cognizable challenge has been met.
                 5. Consistent with the approach it adopted for consumer challenges,
                the Commission stated that it would also aggregate speed test evidence
                received from multiple government and third-party challengers in the
                same general area. The Commission directed OEA to determine the
                threshold number of mobile governmental and third-party challenges
                within the same general area that will constitute a cognizable
                challenge that requires a provider response. Similar to the consumer
                challenges, the Commission directed OEA, in consultation with WTB, to
                establish the methodology for this threshold and the methodology for
                determining the boundaries of an area where the threshold has been met.
                II. Discussion
                A. Mobile Service Challenge Process
                 6. The Broadband DATA Act requires the Commission to ``establish a
                user-friendly challenge process through which consumers, [s]tate,
                local, and Tribal governmental entities, and other entities or
                individuals may submit coverage data to the Commission to challenge the
                accuracy of-- (i) the coverage maps; (ii) any information submitted by
                a provider regarding the availability of broadband internet access
                service; or (iii) the information included in the Fabric.'' The
                Commission established requirements for challenges to mobile service
                coverage reporting in the Third Order and directed the Bureau and
                Offices to adopt additional implementation details.
                 7. At the outset, the Bureau and Offices note that coverage maps
                generated using propagation modeling are probabilistic due to the
                variability of mobile wireless service. The BDC coverage maps will be
                based on specifications adopted by the Commission to reflect where a
                mobile service provider's models predict a device has at least a 90%
                probability of achieving certain minimum speeds at the cell edge for
                the parameters and assumptions used in the modeling. But an individual
                speed test conducted in an area where a provider's propagation model
                predicts adequate coverage may not, by itself, be sufficient to
                establish the on-the-ground reality of service in that area. Throughout
                this Public Notice the Bureau and Offices use the term ``adequate
                coverage'' to refer to coverage where a device should achieve upload
                and download speeds meeting or exceeding the minimum values associated
                with the provider's map for a given technology. The Bureau and Offices
                have therefore designed the mobile challenge process to evaluate the
                on-the-ground truth of whether devices are able to achieve particular
                minimum speeds at least 90% of the time, measured at any point within
                the covered area and at any time during typical usage hours. This
                approach
                [[Page 40400]]
                strives to collect sufficient measurements to ensure the process is
                statistically valid, while at the same time meeting the statutory
                obligation to keep the challenge process ``user-friendly.'' The Bureau
                and Offices acknowledge that on-the-ground service can be measured and
                analyzed in ways other than the approach set forth herein, but the
                Bureau and Offices believe that their approach has the benefit of being
                both straightforward and consistent with the framework adopted by the
                Commission.
                1. Cognizable Challenges
                 8. To implement the Commission's directives, the Bureau and Offices
                propose to evaluate the speed tests submitted by consumers in
                combination with the speed tests submitted by governmental and third-
                party challengers in the challenge process. Under this approach, the
                Bureau and Offices would combine such speed test evidence and apply a
                single methodology to determine whether the threshold for a cognizable
                challenge has been met and to establish the boundaries of the
                challenged area. Since the Bureau and Offices propose to require all
                entities submitting challenges to meet the same thresholds and follow
                similar procedures for submitting challenge data, the Bureau and
                Offices see little functional difference between consumer and
                governmental or third-party challenges. As such, the Bureau and Offices
                believe combining all challenges will result in more robust and
                accurate challenges.
                 9. In addition to combining consumer speed tests and governmental
                and third-party speed tests, the Bureau and Offices propose to validate
                each submitted speed test and exclude tests that are outside the scope
                of the challenge process, do not conform to the data specifications, or
                do not otherwise present reliable evidence. The Bureau and Offices
                propose to accept as valid speed tests only those tests conducted
                between the hours of 6:00 a.m. and 10:00 p.m. local time, so that speed
                tests are reflective of the hours that consumers typically use mobile
                broadband networks. The Bureau and Offices acknowledge that their
                proposal departs slightly from the time range proposed by the
                Commission, which would allow for tests to be conducted between 6:00
                a.m. and 12:00 a.m. (midnight) local time. However, the Bureau and
                Offices believe that tests conducted after 10:00 p.m. may likely record
                network performance that is materially different than tests conducted
                earlier in the day due to reduced cell loading. The Bureau and Offices
                seek comment on this proposal and their assumptions about network
                traffic patterns. The Bureau and Offices also propose to compare each
                speed test against the relevant coverage map. Specifically, the Bureau
                and Offices propose to compare speed tests for a particular network
                technology (e.g., 3G, 4G LTE, or 5G) to the coverage maps for the
                corresponding technology, to compare the environment of the speed
                test--stationary or in-vehicle mobile--to the coverage map of the
                corresponding modeled environment, and to treat as invalid and exclude
                any speed tests that fall outside the boundaries of the provider's most
                recent coverage data for the relevant technology and modeled
                environment. Additionally, because the Bureau and Offices do not
                believe there is a reliable way to evaluate mobile voice coverage using
                the speed test data which the Commission requires for submitting
                challenges, the Bureau and Offices propose not to permit challenges to
                the voice coverage maps submitted by mobile service providers. The
                Bureau and Offices seek comment on these proposals.
                 10. After excluding any speed tests that fail the validations
                proposed above, the Bureau and Offices propose to associate the
                location of each validated speed test with a particular underlying
                geography depicted as a specific hexagonal cell area based upon the H3
                geospatial indexing system. H3 is an open-source project developed by
                Uber Technologies, Inc. that overlays the globe with hexagonal cells of
                different sizes at various resolutions, from zero to 15. The lower the
                resolution, the larger the area of the hexagonal cell. The H3 system is
                designed with a nested structure in which each hexagonal cell can be
                further subdivided into seven ``child'' hexagons at the next higher
                (i.e., finer) resolution that approximately fit within the ``parent''
                hexagon. Because of this nested structure, using the H3 system to group
                speed tests allows for challenges at multiple levels of granularity.
                The nested structure includes 16 total H3 resolutions of hexagons
                ranging in average area size from approximately 4.25 million square
                kilometers to 0.9 square meters. In the case where a test reports more
                than one pair of distinct geographic coordinates (e.g., because the
                device was in motion), the Bureau and Offices propose to associate the
                test with the midpoint of the reported coordinates. The Bureau and
                Offices propose to use a system based upon hexagonal shapes instead of
                squares or rectangles because hexagons better enable them to evaluate
                challenges across multiple levels of granularity which can cover a
                significant area. The Bureau and Offices further propose that the
                smallest cognizable challenge would be to a single resolution 8
                hexagonal cell, which has an area of approximately 0.7 square
                kilometers. The Bureau and Offices seek comment on this choice of
                geographical area, including their proposal to use the H3 geospatial
                indexing system, as well as the ideal resolution or minimum size of the
                area to consider a cognizable challenge.
                 11. As part of the proposed methodology, the Bureau and Offices
                would evaluate all valid challenger speed tests for a given technology
                within each hexagon to determine whether to create a cognizable
                challenge to the coverage in that area. In so doing, the Bureau and
                Offices propose to categorize each speed test as either a ``positive''
                test or a ``negative'' test based upon whether the test is consistent
                or inconsistent with the provider's modeled coverage. The Bureau and
                Offices would consider a negative test to be a speed test that does not
                meet the minimum predicted download or upload speed based on the
                provider-reported technology-specific minimum speeds with the cell edge
                probability and cell loading factors modeled by the provider. The
                Bureau and Offices would consider a positive test to be a speed test
                that records speeds meeting or exceeding the minimum download and
                upload speeds the mobile service provider reports as available at the
                location where the test occurred. The Bureau and Offices seek comment
                on this proposal. Alternatively, rather than considering a speed test
                as ``negative'' when either the recorded download or upload speed fails
                to meet the minimum predicted speeds for that area, should the Bureau
                and Offices evaluate the download and upload portions of each test
                independently? The Bureau and Offices note that speed test applications
                (apps) typically measure download, upload, and latency metrics
                sequentially and not simultaneously, and thus evaluating these metrics
                independently may better account for geographic and/or temporal
                variability at the expense of adding complexity to their proposed
                approach. The Bureau and Offices seek comment on this alternative and
                also on whether the Bureau and Offices should consider any other
                methodologies to address the probabilistic nature of mobile wireless
                coverage and the potential for test results ``at the margins'' (either
                on the download speed or the upload speed) to either overrepresent or
                underrepresent coverage. Commenters proposing any
                [[Page 40401]]
                alternative methodologies should explain how their proposals are
                consistent with the requirements and standardized reporting parameters
                set forth by the Commission and in the Broadband DATA Act. By
                aggregating speed tests and requiring challenges to meet the thresholds
                described below, the Bureau and Offices tentatively conclude that the
                methodology the Bureau and Offices propose above would ensure that
                challenges are temporally and geographically diverse, and therefore
                reflect a robust and representative sample of user experience. As such,
                the Bureau and Offices anticipate that situations in which a mobile
                service provider has throttled speeds of consumers that exceed data
                limits will have little, if any, effect on the challenge process. The
                Bureau and Offices seek comment on their assumptions, tentative
                conclusions, and whether there are other ways to address the issue of
                throttling.
                 12. The Bureau and Offices propose to consider a provider's
                coverage for a given technology in a resolution 8 hexagon to be
                challenged when the set of valid speed tests meets three thresholds:
                (1) A geographic threshold, (2) a temporal threshold, and (3) a testing
                threshold. For the geographic threshold, the Bureau and Offices propose
                to require that at least four child hexagons (or ``point-hexes'')
                within the resolution 8 hexagon include two or more tests taken within
                each point-hex, and that at least one of the tests in each point-hex be
                negative. The Bureau and Offices define a point-hex as a resolution 9
                child hexagon for a given resolution 8 hexagon. A resolution 9 hexagon
                has an area of approximately 0.1 square kilometers. The Bureau and
                Offices propose to require fewer than four point-hexes to include tests
                when there are fewer than four of the seven point-hexes of a resolution
                8 hexagon that are ``accessible''--that is, where at least 50% of the
                point-hex overlaps with the provider's reported coverage data and a
                road runs through the point-hex. Setting these dual requirements will
                help to demonstrate that inadequate coverage occurs at multiple
                locations within the resolution 8 hexagon. For the temporal threshold,
                the Bureau and Offices propose to require at least two negative tests
                be conducted at different times of day, separated by at least four
                hours, to demonstrate persistent inadequate coverage. For the testing
                threshold, the Bureau and Offices propose to require at least five
                negative tests within the resolution 8 hexagon when 20 or fewer total
                challenge tests have been submitted within the hexagon. When more than
                20 challenge tests have been submitted within the hexagon, the Bureau
                and Offices propose to require that the percentage of negative tests
                within the resolution 8 hexagon statistically demonstrate, using a 0.95
                statistical confidence level, that the probability of a test achieving
                the minimum speeds reported for the provider's coverage is less than
                90% and therefore warrants a challenge. The required percentage of
                negative tests would thus vary, from at least 24% when between 21 and
                30 challenge tests have been submitted within the hexagon, to 16% when
                100 or more tests have been submitted. The Bureau and Offices also
                propose that a larger, ``parent'' hexagon (at resolutions 7 or 6) be
                considered challenged if at least four of its child hexagons are
                considered challenged. Consistent with the Commission's direction to
                consider ``whether the tests were conducted in urban or rural areas,''
                the Bureau and Offices propose to allow challenges that account for
                differences in areas. The proposal sets forth a different geographic
                threshold depending on the road density of each resolution 8 hexagon
                which the Bureau and Offices anticipate will make it easier for
                challengers to establish a challenge in less densely populated areas.
                Additionally, the proposal includes a process to trigger challenges to
                a parent or grandparent hexagon (at resolutions 7 and 6, respectively)
                that likewise takes into account this different geographic threshold,
                thus more easily allowing for challenges over large rural areas. The
                Bureau and Offices seek comment on this proposed methodology and the
                associated thresholds. Specifically, the Bureau and Offices seek
                comment on whether these thresholds are sufficient to adequately
                reflect the actual coverage in an area while maintaining a user-
                friendly challenge process. Should additional tests and testing at
                additional times of day be required in order to overcome typical
                variability in mobile wireless coverage? Alternatively, instead of the
                Bureau and Offices proposed temporal threshold, should the Bureau and
                Offices categorize tests into different temporal ranges (e.g., 6:00 to
                10:00 a.m., 10:00 a.m. to 2:00 p.m., 2:00 to 6:00 p.m., and 6:00 to
                10:00 p.m.) and require tests in different time ranges to account for
                the temporal variability of mobile networks, such as variability due to
                cell loading? Should the Bureau and Offices consider other metrics that
                correlate with the availability of mobile broadband (e.g., signal
                strength or other radiofrequency metrics) or that provide an indication
                of real-world conditions that impact throughput, such as cell loading,
                when determining the temporal or testing thresholds, and if so, how
                should the Bureau and Offices adjust these thresholds in relation to
                such metrics? Once the challenge process has been implemented, the
                Bureau and Offices anticipate that the Bureau and Offices may revisit
                and modify these thresholds, after notice and comment, if they are not
                sufficient to provide a clear determination of actual coverage
                conditions. Appendix A of the Public Notice provides a more detailed
                technical descriptions of these proposed thresholds.
                 13. Because mobile service providers are required to submit two
                sets of coverage data for a given technology--one map modeled to assume
                a device is in a stationary environment and one map modeled to assume a
                device is in-vehicle and in a mobile environment--the Bureau and
                Offices propose to evaluate all tests for a given technology against
                each map independently when determining whether to establish a
                cognizable challenge. That is, the Bureau and Offices would filter
                speed tests to exclude any stationary tests that fall outside of the
                provider's stationary coverage map and exclude any in-vehicle mobile
                tests that fall outside of the provider's in-vehicle mobile coverage
                map. The Bureau and Offices would then aggregate all of the remaining
                stationary and in-vehicle mobile tests and compare these tests against
                the coverage data for a given technology and modeled environment. If
                the aggregated tests in a resolution 8 hexagon meet all three
                thresholds proposed above, the Bureau and Offices would consider that
                map's coverage to be challenged for that hexagon. Because the two sets
                of coverage data may differ (especially at the edge of a provider's
                network), tests submitted as challenges against the same provider
                within the same hexagon may be sufficient to create a challenge against
                one of the maps and insufficient to create a challenge against the
                other. The Bureau and Offices seek comment on this proposed approach to
                evaluating challenges against stationary and in-vehicle mobile maps.
                The Bureau and Offices acknowledge that stationary tests and in-vehicle
                mobile tests may not be entirely homogeneous measurements of an on-the-
                ground experience. However, the Bureau and Offices believe that
                aggregating such tests when evaluating challenges would more closely
                align with the Broadband DATA Act requirement to develop a
                [[Page 40402]]
                ``user-friendly'' challenge process and would thus outweigh any cost to
                accuracy in treating such tests as homogeneous. In the alternative, if
                the Bureau and Offices were to not aggregate such tests and only
                evaluate stationary tests against stationary maps and separately
                evaluate in-vehicle mobile tests against in-vehicle mobile maps, the
                Bureau and Offices anticipate that it may be significantly more
                difficult to establish a challenge to certain coverage data. For
                example, if most consumers conduct stationary tests while most
                government and third-party entities conduct in-vehicle mobile tests
                (i.e., drive tests), segregating such tests when evaluating challenges
                would likely result in tests meeting all three proposed thresholds in
                fewer resolution 8 hexagons. Moreover, there is a higher likelihood
                that, after adjudicating the challenges, portions of a provider's
                coverage data may show a lack of coverage for one type of map, due to
                successful challenges, yet still show robust coverage for the other
                type of map due solely to an absence of one type of test and in ways
                that are inconsistent with mobile wireless propagation. The Bureau and
                Offices seek comment on this view and on any alternatives to
                reconciling challenges to these two sets of coverage data.
                 14. In the Third Order, the Commission required consumer
                challengers to use a speed test app approved by OET for use in the
                challenge process and provided the metrics that approved apps must
                collect for each speed test. The Commission directed OET, in
                consultation with OEA and WTB, to update the FCC Speed Test app as
                necessary or develop a new speed test app to collect the designated
                metrics, so that challengers may use it in the challenge process. For
                government and third-party entity challengers, the Commission did not
                require the use of a Commission-approved speed test app but instead set
                forth the information that all submitted government and third-party
                challenger speed test data must contain and directed OEA, WTB, and OET
                to adopt additional testing requirements if they determine it is
                necessary to do so. The Bureau and Offices propose to update the
                metrics that approved apps must collect for consumer challenges and
                that government and third party entity challenger speed test data must
                contain. Specifically, the Bureau and Offices propose that on-the-
                ground test data submitted by challengers meet the following testing
                parameters: (1) A minimum test length of 5 seconds and a maximum test
                length of 30 seconds; (2) test measurement results that have been
                averaged over the duration of the test (i.e., total bits received
                divided by total test time); and (3) a restriction that tests must be
                conducted between the hours of 6:00 a.m. and 10:00 p.m. local time. The
                Bureau and Offices also propose that on-the-ground challenge test data
                shall include the following metrics for each test: (1) App name and
                version; (2) timestamp and duration of each test metric; (3) geographic
                coordinates measured at the start and end of each test metric with
                typical Global Positioning System (GPS) Standard Positioning Service
                accuracy or better; (4) device make and model; (5) cellular operator
                name; (6) location (e.g., hostname or IP address) of server; (7) signal
                strength, signal quality, unique identifier, and radiofrequency (RF)
                metrics of each serving cell, if available; (8) download speed; (9)
                upload speed; (10) round-trip latency; (11) the velocity of the
                vehicle, if available, for in-vehicle tests; and (12) all other metrics
                required per the most-recent specification for mobile test data
                released by OEA and WTB. The Bureau and Offices propose to require
                challengers to collect these data using mobile devices running either a
                Commission-developed app (e.g., the FCC Speed Test app) or another
                speed test app approved by OET to submit challenges. For government and
                third-party entity challengers, the Bureau and Offices would also allow
                these data to be collected using other software and hardware. The
                Bureau and Offices anticipate that updating these parameters will
                provide the Commission with reliable challenges, while assuring a user-
                friendly challenge process by allowing consumers to use a readily-
                downloadable mobile app and preserving flexibility for government and
                third-party entities to use their own software and hardware. The Bureau
                and Offices note, however, that certain technical network information
                and RF metrics are not currently available on Apple iOS devices, thus
                limiting the conclusions that the Bureau and Offices can draw from on-
                the-ground tests conducted using such devices. The Bureau and Offices
                therefore propose to require that, until such time as such information
                and metrics are available on iOS devices, government and third-party
                entity challenges must use a device that is able to interface with
                drive test software and/or runs the Android operating system. However,
                the Bureau and Offices do not propose this same restriction for
                challenges submitted by consumers to ensure that the challenge process
                remains user-friendly and encourage public participation, including by
                consumers that may use a device running the iOS operating system. The
                Bureau and Offices seek comment on these proposals.
                2. Challenge Responses
                 15. Providers must either submit a rebuttal to the challenge or
                concede the challenge within a 60-day period of being notified of the
                challenge. Providers may rebut a challenge by submitting to the
                Commission either on-the-ground test data and/or infrastructure data,
                so that Commission staff can examine the provider's coverage in the
                challenged area and resolve the challenge, and may optionally include
                additional data or information in support of a response. When a mobile
                provider responds to a consumer challenge, the challengers who
                submitted the challenge data would be notified individually by the
                Bureau or Offices via the online portal and would be able to view the
                provider's response. The Commission directed OEA to ``develop a
                methodology and mechanism to determine if the data submitted by a
                provider constitute a successful rebuttal to all or some of the
                challenged service area and to establish procedures to notify
                challengers and providers of the results of the challenge.'' The
                Commission ``adopt[ed] the same challenge response process for
                government and third party-entities as [it] do[es] for consumer
                challenges in the mobile context,'' therefore the Bureau and Offices
                infer the notification process will occur in the same way for
                challenges made by governmental and other entities as it does for
                challenges made by consumers. The Bureau and Offices propose for mobile
                service providers and challengers to be notified monthly of the status
                of challenged areas. Parties would be able to see a map of the
                challenged area, and a notification about whether or not a challenge
                has been successfully rebutted, whether a challenge was successful, and
                if a challenged area was restored based on insufficient evidence to
                sustain a challenge. The Bureau and Offices also propose that any area
                in which the provider does not overturn the challenge but is otherwise
                no longer challenged (e.g., because some challenger tests were
                subsequently considered to be invalid or unreliable evidence), the
                coverage area would be restored to its pre-challenge status and would
                be eligible for challenges against it in the future. The Bureau and
                Offices propose that any valid speed test in a hexagon that was
                challenged and then restored (but where the provider did not
                [[Page 40403]]
                overturn the challenge by demonstrating adequate coverage) may still be
                used for a future challenge (up to a year from the date the test was
                conducted). The Bureau and Offices seek comment on these proposals.
                 16. The Commission also directed OEA, in consultation with WTB, to
                establish procedures for notifying service providers of cognizable
                challenges filed against them. Accordingly, the Bureau and Offices
                propose that the challenged mobile service provider would be notified
                by the Bureau or Offices via the online portal of the challenged
                hexagons at the end of each calendar month. The Bureau and Offices seek
                comment on this proposal and note that this approach would allow
                challengers to submit additional evidence if desired and grant
                providers a standard set of deadlines rather than a rolling set of
                multiple deadlines. If the challenged provider concedes or fails to
                submit data sufficient to overturn the challenge within 60 days of
                notification, it must revise its coverage maps to reflect the lack of
                coverage in the successfully challenged areas.
                a. Rebutting Challenges With On-the-Ground Data
                 17. The Commission directed OEA to resolve challenges based on a
                ``preponderance of the evidence'' standard with the burden on the
                provider to verify their coverage maps in the challenged areas. When
                the challenged mobile service provider chooses to submit on-the-ground
                speed test data to rebut a challenge, the Bureau and Offices propose to
                require the provider to meet analogous thresholds to those required of
                challengers, adjusted to reflect the burden on providers to demonstrate
                that sufficient coverage exists at least 90% of the time in the
                challenged hexagons. The Bureau and Offices also propose that mobile
                providers submit on-the-ground data consistent with the specific
                testing parameters and methodologies outlined above that the Bureau and
                Offices propose challengers use when submitting speed test data. The
                Bureau and Offices propose to require providers to collect these data
                using mobile devices running either a Commission-developed app (e.g.,
                the FCC Speed Test app), another speed test app approved by OET to
                submit challenges, or other software and hardware if approved by staff.
                As noted above, certain technical network information and RF metrics
                are not currently available on Apple iOS devices. Accordingly, until
                such time as these data are available on iOS devices, the Bureau and
                Offices propose to require providers to use a device that is able to
                interface with drive test software and/or runs the Android operating
                system. The Bureau and Offices seek comment on their proposals.
                 18. The Bureau and Offices propose that the test data that
                providers submit meet the same three thresholds required of challenger
                tests: (1) A geographic threshold; (2) a temporal threshold; and (3) a
                testing threshold. However, the Bureau and Offices propose somewhat
                different values (i.e., the number of tests and percentages) for test
                data for each threshold. For the geographic threshold, the Bureau and
                Offices propose to require at least four point-hexes of a resolution 8
                hexagon to include two tests taken within them, at least one of which
                must be positive, to demonstrate that adequate coverage occurs at
                multiple locations within the resolution 8 hexagon. Fewer point-hexes
                may be tested when not all seven point-hexes of a resolution 8 hexagon
                are within the coverage area or do not contain at least one road. For
                the temporal threshold, the Bureau and Offices also propose to require
                at least two positive tests be taken at times of day separated by at
                least four hours to demonstrate persistent adequate coverage. For the
                testing threshold, the Bureau and Offices propose to require at least
                17 positive tests within the resolution 8 hexagon when 20 or fewer
                total response tests have been submitted within the hexagon. When more
                than 20 response tests have been submitted within the hexagon, the
                Bureau and Offices propose to require that the percentage of negative
                tests within the resolution 8 hexagon statistically demonstrate, using
                a 0.95 statistical confidence level, that the probability of a test
                achieving the minimum speeds reported in the provider's coverage is 90%
                or greater and therefore the area has adequate coverage. The required
                percentage of positive tests would thus vary, from at least 82% when
                between 21 and 34 response tests have been submitted within the hexagon
                to 88% when 100 or more tests have been submitted. As with the
                thresholds proposed for challengers, the Bureau and Offices seek
                comment on whether these thresholds are sufficient to adequately
                demonstrate the on-the-ground reality of coverage in an area while
                maintaining a user-friendly challenge process. The Bureau and Offices
                expect any future modifications to these thresholds would apply to both
                challengers and providers. The Bureau and Offices also propose that a
                provider may demonstrate sufficient coverage in a resolution 8 hexagon
                that was not challenged if that hexagon is the child of a lower
                resolution challenged hexagon. As discussed more fully in section 3.2.4
                of the Technical Appendix of the Public Notice, for challenged hexagons
                at resolution 7 or 6, if the provider submits response data sufficient
                to demonstrate coverage in the hexagon's child hexagons such that fewer
                than four child hexagons would still be challenged, then the resolution
                7 or 6 hexagon would no longer be challenged even if sufficient data
                were not submitted to rebut a challenge for the remaining child
                hexagons. If the provider can demonstrate sufficient coverage in a
                challenged hexagon, the provider would have successfully rebutted the
                challenge to that hexagon, and the challenge would be overturned.
                Conversely, if the provider is not able to demonstrate sufficient
                coverage in a challenged hexagon, the provider would be required to
                revise its coverage maps to reflect the lack of coverage in such areas.
                If the provider demonstrates sufficient coverage in some but not all
                child hexagons and the parent (or grandparent) hexagon remains
                challenged, we the Bureau and Offices propose that a provider would not
                be required to remove from its coverage map the portions of the
                challenged parent (or grandparent) hexagon where the provider
                demonstrated sufficient coverage in the child hexagons. However, the
                provider would be required to remove the remaining portion of the
                challenged parent (or grandparent) hexagon where it did not demonstrate
                sufficient coverage. The Bureau and Offices propose that any areas
                where the provider has demonstrated sufficient coverage would be
                ineligible for subsequent challenge until the first biannual BDC
                coverage data filing six months after the later of either the end of
                the 60-day response period or the resolution of the challenge. This is
                to avoid requiring a provider to repeatedly confirm the same area but
                also acknowledges that coverage may change over time due to changes in
                technology and infrastructure. The Bureau and Offices seek comment
                generally on this approach and as to whether this time period is too
                short or too long.
                 19. The Bureau and Offices seek comment on this methodology and
                invite commenters to propose alternative approaches that would allow
                for staff to adjudicate most challenges through an automated process.
                AT&T submitted a preliminary proposal for defining a challenge area
                based on the test data submitted by the challenger(s), and the Bureau
                and Offices considered
                [[Page 40404]]
                this proposal while developing the proposed methodology. The Bureau and
                Offices tentatively conclude that their proposed methodology is
                preferable to that submitted by AT&T, because it ensures the challenge
                process is both user-friendly and supported by sufficient data, while
                also targeting a more precise geographic area where broadband coverage
                is disputed and limiting the burden on providers in responding to
                challenges. AT&T recommends the Bureau and Offices adopt an approach in
                which the geographic location of speed tests would determine the size
                and shape of a polygon that would serve as the challenged area.
                Moreover, AT&T proposes the Commission adopt a tiered structure in
                which challenges are filed and adjudicated in a manner proportional to
                their likelihood of success based on a percentage of valid speed tests
                in a polygon. This could lead to significant challenged areas with few
                or no speed tests. The Bureau and Offices' approach differs in that
                challenged areas would be based on the H3 hexagonal indexing system.
                Under the Bureau and Offices proposed process, individual speed tests
                would be aggregated and evaluated collectively, and a hexagon would be
                classified as challenged once the aggregated speed tests have met
                geographic, temporal, and testing thresholds in that particular area.
                In addition to the on-the-ground data or infrastructure information
                submitted by mobile service providers, staff could also consider other
                relevant data submitted by challenged providers, request additional
                information from the challenged provider (including infrastructure
                data, if necessary), and take such other actions as may be necessary to
                ensure the reliability and accuracy of the rebuttal data. The Bureau
                and Offices propose such steps could include rejecting speed tests or
                requiring additional testing. The Bureau and Offices seek comment on
                these proposals.
                b. Rebutting Challenges With Infrastructure Data
                 20. Providers may respond to challenges with infrastructure data
                rather than (or in addition to) on-the-ground speed test data. In cases
                where a challenged mobile service provider chooses to submit
                infrastructure data to rebut a challenge, the Bureau and Offices
                propose that the mobile service provider submit the same data as
                required when a mobile provider submits infrastructure information in
                response to a Commission verification request, which would include
                information on the cell sites and antennas used to provide service in
                the challenged area. Based on the Bureau and Offices' tentative
                conclusion below that such data may not be as probative in certain
                circumstances as on-the-ground speed tests, the Bureau and Offices
                propose to use these data, on their own, to adjudicate challenges in
                only a limited set of circumstances. Specifically, a challenged
                provider may use infrastructure data to identify tests within a
                challenger's speed test data that the provider claims are invalid or
                non-representative of network performance. Under the Bureau and
                Offices' proposal, a provider could claim a speed test was invalid, or
                non-representative, based on the following reasons: (1) Extenuating
                circumstances at the time and location of a given test (e.g.,
                maintenance or temporary outage at the cell site) caused service to be
                abnormal; (2) the mobile device(s) with which the challenger(s)
                conducted their speed tests do not use or connect to the spectrum
                band(s) that the provider uses to serve the challenged area; (3) speed
                tests were taken during an uncommon special event (e.g., a professional
                sporting event) that increased traffic on the network; or (4) speed
                tests were taken during a period where cell loading exceeded the
                modeled cell loading factor. While providers may use infrastructure
                information with hourly cell loading data to rebut a challenge in this
                scenario to show sporadic or abnormally high cell loading, in the event
                a high number of challenges indicates persistent over-loading, the
                Bureau and Offices propose that staff may initiate a verification
                inquiry to investigate whether mobile providers have submitted coverage
                maps based on an accurate assumption of cell loading in a particular
                area. The Bureau and Offices propose to require that mobile providers
                respond to such a verification inquiry with on-the-ground data. Using
                this proposed approach, the Bureau and Offices would recalculate the
                challenged hexagons after removing any invalidated challenger speed
                tests and consider any challenged hexagons that no longer meet the
                thresholds required for a challenge to be restored to their status
                before the challenge was submitted. Challenged providers may also
                demonstrate sufficient coverage for any areas that remain challenged by
                submitting on-the-ground speed test data. The Bureau and Offices seek
                comment on this approach, including on whether there are other reasons
                or circumstances under which the Bureau and Offices should use
                infrastructure data alone to determine the outcome of a challenge.
                 21. The Bureau and Offices seek comment generally on other ways
                that infrastructure data could be used to automatically evaluate or
                rebut speed test data submitted by challengers. Where a challenged
                provider's submitted infrastructure data do not meet one of the
                processing rules proposed above, the Bureau and Offices propose that
                Commission staff consider any additional information submitted by the
                challenged provider or request additional information from the
                challenged provider. Such information would include on-the-ground speed
                test data, as specified in the Third Order, and staff would use this
                information to complete its adjudication of the challenge. The Bureau
                and Offices acknowledge there may be some scenarios in which a provider
                may not be able to respond to a challenge with on-the-ground test data
                due, for example, to the inability to collect on-the-ground data during
                certain months of the year or other unforeseen circumstances. The
                Bureau and Offices seek comment on the best approach to handle such
                situations. One approach would be to allow for providers to seek a
                waiver of the 60-day response deadline until the provider can make on-
                the-ground measurements, or a waiver of the requirement to submit
                either infrastructure or on-the-ground speed tests data in response to
                a challenge. Another approach would be to allow providers to submit
                infrastructure data, even if one of the four instances of particular
                probative value set forth above does not apply, with supplemental data
                that explain their inability to make on-the-ground measurements at that
                time. In such cases, the Commission could request that the on-the-
                ground test data be submitted at a time when such measurements would be
                more feasible, or that a possible substitute for such data--such as
                transmitter monitoring software data or third-party speed test data--be
                submitted instead. Commission staff could also use infrastructure data
                to do its own propagation modeling and generate its own predicted
                coverage maps using the data submitted by the provider including link
                budget parameters, cell-site infrastructure data, and the information
                provided by service providers about the types of propagation models
                they used, standard terrain and clutter data, as well as standard
                propagation models, to determine whether the provider should be
                required to update its maps. The Bureau and Offices seek comment on
                other approaches the Bureau and Offices
                [[Page 40405]]
                should take where on-the-ground testing is temporarily infeasible.
                 22. In instances where the Commission staff uses its own
                propagation modeling to adjudicate challenges, the Bureau and Offices
                seek comment on how staff should conduct such propagation modeling.
                What model or models should staff use in different conditions (e.g.,
                for what combinations of spectrum band and terrain)? What inputs and
                parameters should staff use beyond those supplied by providers (e.g.,
                what specific sources of terrain and clutter data in what areas)? What
                assumptions should the Commission make regarding carrier aggregation?
                How should staff calculate the throughput in a given area given
                propagation-model calculations for signal strength? Finally, how should
                the Commission calibrate its models or ensure their accuracy?
                 23. The Bureau and Offices also seek comment about how staff should
                adjudicate instances where the on-the-ground test data and
                infrastructure data disagree or where the provider-filed coverage and
                Commission-modeled coverage differ. Under what conditions should staff
                determine that a given hexagon has network coverage? Would the results
                of the Commission propagation modeling always be dispositive? For
                example, should the Bureau and Offices always find that an area has
                network coverage if so indicated by the Commission propagation model,
                despite any number of on-the-ground tests that indicated a lack of
                service at the required speeds? Should the Bureau and Offices
                incorporate other, related metrics, such as signal strength or cell
                loading data, when considering how to treat infrastructure data in the
                adjudication of challenges? And should staff always require providers
                to update their filings or submit additional data if the Commission's
                propagation modeling indicate a lack of network coverage? If the
                Commission propagation model indicates network coverage over part of a
                hexagon, how should staff adjudicate that area? Should the specific
                location of on-the-ground test measurements within a challenged
                hexagon, relative to the Commission-predicted coverage, matter? Are
                there other scenarios in which the Bureau and Offices should consider
                adjudicating challenges with only infrastructure data?
                c. Other Data
                 24. In the Third Order, the Commission sought to adopt a flexible
                approach for providers to respond to challenges. Several commenters
                argued that the Commission should grant providers additional
                flexibility in responding to challenges, including allowing providers
                to respond with drive testing data collected in the ordinary course of
                business, third party testing data (such as speed test data from Ookla
                or other speed test app), and/or tower transmitter data collected from
                transmitter monitoring software. As discussed in the Third Order,
                providers may voluntarily submit these or other types of data to
                support their rebuttals, but they may not be used in lieu of on-the-
                ground testing or infrastructure data. Consistent with the Commission's
                direction, OEA staff will review such data when voluntarily submitted
                by providers in response to consumer challenges, and if any of the data
                sources are found to be sufficiently reliable, the Bureau and Offices
                will specify appropriate standards and specifications for each type of
                data and add them to the alternatives available to providers to rebut a
                consumer challenge via public notice.
                 25. The Bureau and Offices also seek comment regarding the
                conditions under which a provider's transmitter monitoring software can
                be relied upon by staff in resolving challenges. For example, in what
                ways would transmitter monitoring software data augment or reinforce
                the probative value of infrastructure or other data to rebut challenger
                speed test data? How precisely do such systems measure the geographic
                coordinates (longitude and latitude) of the end-user devices, and how
                does that precision compare to the information collected from on-the-
                ground testing? Would such software record instances of end-user
                devices not being able to connect to the network at all? If not, would
                that exclusion make the data less reliable and probative in the
                rebuttal process? What other information would staff need to determine
                how to make use of such data in the challenge process?
                B. Collecting Verification Information From Mobile Providers
                 26. The Broadband DATA Act requires the Commission to ``verify the
                accuracy and reliability of the [broadband internet access service data
                that providers submit in their biannual BDC filings] in accordance with
                measures established by the Commission.'' In the Third Order, the
                Commission determined that OEA and WTB may request and collect
                verification data from a provider on a case-by-case basis where staff
                have a credible basis for verifying the provider's coverage data. The
                Third Order specifies that, in response to an OEA and WTB inquiry to
                verify a mobile service provider's coverage data, the provider must
                submit either infrastructure information or on-the-ground test data for
                the specified area(s). A mobile provider has the option of submitting
                additional data, including but not limited to on-the-ground test data
                or infrastructure data (to the extent such data are not the primary
                option chosen by the provider), or other types of data that the
                provider believes support its reported coverage. The Commission further
                directed OEA and WTB to implement this data collection and adopt the
                methodologies, data specifications, and formatting requirements that
                providers must follow when collecting and reporting such data. Below,
                the Bureau and Offices propose processes and methodologies for
                determining areas subject to verification and for the collection of on-
                the-ground test data and infrastructure information, as well as
                information from transmitter monitoring systems and other data. The
                Bureau and Offices seek comment on each of these proposals, including
                the additional details and specifications set forth in the Technical
                Appendix of the Public Notice.
                1. Area Subject to Verification
                 27. The Bureau and Offices propose to identify the portion(s) of a
                mobile provider's coverage map for which the Bureau and Offices would
                require verification data--referred to as the targeted area(s)--based
                upon all available evidence, including submitted speed test data,
                infrastructure data, crowdsourced and other third-party data, as well
                as staff evaluation and knowledge of submitted coverage data (including
                maps, link budget parameters, and other credible information). The
                Bureau and Offices seek comment on this proposal and on any alternative
                methodologies for determining where staff have a credible basis for
                verifying a mobile provider's coverage data.
                 28. Within the targeted area, the Bureau and Offices propose to
                require verification data covering a statistically valid sample of
                areas for which the mobile service provider must demonstrate sufficient
                coverage in order to satisfy the verification request. The Bureau and
                Offices propose to start the sampling with the division of the targeted
                area into unique components called ``units.'' The complete list of
                units within the targeted area is called the ``frame.'' The Bureau and
                Offices propose to first subdivide the targeted area into units based
                upon the same hexagonal geography the Bureau and Offices propose to use
                for grouping challenger speed tests (i.e., H3
                [[Page 40406]]
                geospatial indexing system at resolution 8). To create the frame, the
                Bureau and Offices propose to include all resolution 8 hexagons that
                are within the targeted area or, for those resolution 8 hexagons that
                are only partially within the boundary of the targeted area, its
                centroid falls within or on the boundary of the targeted area. The
                Bureau and Offices next propose to group the hexagonal units that
                comprise the frame into non-overlapping, mutually exclusive groups (one
                ``stratum'' or multiple ``strata''). The Bureau and Offices propose to
                define each stratum based upon one or more variables that are
                correlated with a particular mobile broadband availability
                characteristic, such as population, road miles, and/or variation in
                terrain, and seek comment on what variables the Bureau and Offices
                should consider. The Bureau and Offices propose to exclude any hexagons
                that are not accessible by roads from the strata. If an area is unable
                to be sampled because there are too few hexagons accessible by road,
                the Bureau and Offices propose to include the minimum number of non-
                accessible hexagons within the strata as necessary to create a
                sufficient sample. The Bureau and Offices seek comment on these
                proposals, and on other methods that can be used to verify the part of
                the targeted area that cannot be drive tested.
                 29. Next, the Bureau and Offices propose to select a random sample
                of hexagons independently within each stratum and to require that a
                service provider conduct on-the-ground testing within these randomly
                selected hexagons or else submit infrastructure data sufficient for
                staff to reproduce coverage for these randomly selected hexagons. When
                evaluating on-the-ground test data, the Bureau and Offices propose that
                a sample meet two of the three thresholds proposed for evaluating tests
                in a challenged hexagon in the challenge process, specifically the
                geographic and temporal thresholds. The Bureau and Offices also propose
                to require a minimum of five speed tests in each selected hexagon. The
                Bureau and Offices would then evaluate the entire set of speed tests to
                determine the probability that the targeted area has been successfully
                verified. Under the Bureau and Offices' proposal, for the targeted area
                to be successfully verified, the probability of adequate coverage must
                be greater than or equal to 0.9 assessed using a one sided 95%
                confidence interval. When evaluating infrastructure data, the Bureau
                and Offices propose that staff review all available data and staff
                propagation modeling to demonstrate adequate coverage for all hexagonal
                units in a sample for the targeted area to be successfully verified.
                Where the data submitted by the provider in response to a verification
                request are not by themselves sufficient to demonstrate adequate
                coverage, the Bureau and Offices may request additional information to
                complete the verification process. The Bureau and Offices seek comment
                on these proposals.
                 30. Several commenters supported the Bureau and Offices' proposal
                in the Second Order and Third Further Notice to verify broadband
                availability data by requiring providers to submit tests and
                information on sampled areas, and agreed that it would be an efficient
                and less burdensome approach than having providers perform annual drive
                tests or regularly submit infrastructure information. The Bureau and
                Offices agree that sampling will require lower costs and fewer
                resources than collecting data from a provider's entire network
                coverage area. In particular, the proposed approach for sampling the
                targeted area is designed to minimize the cost and burden placed on
                service providers while ensuring staff have access to sufficient data
                to verify coverage in a reliable way. Without such a sampling plan,
                providers would need to submit substantially more data to demonstrate
                broadband availability.
                 31. In response to the Second Order and Third Further Notice, some
                providers expressed concerns that sampling would not mitigate the costs
                associated with performing testing and would still be a burden on
                providers, as it would require a minimum number of tests at different
                locations. However, compared to requiring providers to regularly drive
                test their networks or submit large amounts of infrastructure data in
                response to a verification request, the Bureau and Offices anticipate
                that their proposal to require providers to submit speed test results
                or infrastructure information on a case-by-case basis would minimize
                the time and resources associated with responding to the Commission's
                verification requests. The proposed stratification methodology would
                ensure that variation in broadband availability would be as small as
                possible within hexagons in the same stratum. The Bureau and Offices
                anticipate this methodology would reduce the sample size (e.g., the
                number of test locations), the cost of data collection, and the
                variance in the estimate of the variable interest (meaning the
                percentage, P-hat, of positive tests indicating broadband
                availability), and, in turn, would increase the precision of the final
                estimate. The Bureau and Offices seek comment on this proposed
                methodology.
                 32. In addition, the Bureau and Offices seek comment on other
                variables which correlate with broadband availability and upon which
                stratification should be based. The Bureau and Offices also seek
                comment on the tradeoffs of setting a higher or lower confidence level
                for this verification process than the thresholds established for the
                challenge process. Under the Bureau and Offices' proposed methodology,
                if the provider fails to verify its coverage data, the provider would
                be required to submit revised coverage maps that reflect the lack of
                coverage in targeted areas failing the verification. Where a provider
                fails to verify its coverage and submits revised coverage data, the
                Bureau and Offices propose to re-evaluate the data submitted by the
                provider during the verification process against its revised coverage
                data for the targeted area. If the targeted area still cannot be
                successfully verified, the Bureau and Offices propose to require the
                provider to submit additional verification data or further revise its
                coverage maps until the targeted area is successfully verified. The
                Bureau and Offices seek comment on this proposal and invite commenters
                to propose alternative methodologies for generating a statistically
                valid sample of areas for which the mobile service provider must
                demonstrate sufficient coverage in response to a verification request.
                 33. Alternatively, the Bureau and Offices seek comment on the use
                of available spatial interpolation techniques, such as Kriging, that
                could be used to evaluate and verify the accuracy of coverage maps
                based on available measurements. Spatial interpolation techniques can
                be an alternative or complementary approach to specifying an exact
                testing threshold since spatial interpolation techniques require fewer
                data to compare with predictions using propagation models. Although
                spatial interpolation techniques can readily verify whether or not a
                hexagonal cell has coverage with speeds at or above the minimum values
                reported in the provider's submitted coverage data, the incremental
                benefit over testing thresholds may be minimal because spatial
                interpolation techniques provide better results as more data is
                collected. The Bureau and Offices seek comment on the costs and
                benefits of using spatial interpolation techniques either in addition
                to or as an alternative to the testing thresholds proposed above for
                verifying the accuracy of coverage maps.
                [[Page 40407]]
                2. On-the-Ground Test Data
                 34. To submit on-the-ground test data in response to a verification
                inquiry, the Bureau and Offices propose to require that mobile
                providers conduct on-the-ground tests consistent with the testing
                parameters and test metrics that the Bureau and Offices propose to
                require for provider-submitted test data in the challenge process. As
                described above, the Bureau and Offices propose to require verification
                data covering a statistically valid sample of areas for which the
                mobile service provider must demonstrate sufficient coverage in order
                to satisfy the verification request. To verify coverage with on-the-
                ground speed test data, the Bureau and Offices propose that the
                provider submit on-the-ground speed tests within a hexagonal area based
                upon the H3 geospatial indexing system at resolution 8. The Bureau and
                Offices would require that these tests meet a threshold percentage of
                positive tests (i.e., those recording download and upload speeds at or
                above the minimum speeds the provider reports in its BDC submission as
                available at the location where the test occurred). The tests would be
                evaluated to confirm, using a 95% statistical confidence interval, that
                the cell coverage percentage is 0.9 or higher. In addition, the Bureau
                and Offices propose to require that tests meet the same geographic,
                temporal, and testing thresholds as proposed for evaluating provider
                rebuttals to challenges. The Bureau and Offices envision that the
                specific thresholds and the confidence interval proposed would provide
                balance between the costs to providers associated with verifying maps
                and the need for the Commission to acquire a significant enough sample
                to accurately verify mobile broadband availability. The Bureau and
                Offices seek input from commenters on the costs and benefits associated
                with these proposed threshold numbers and confidence intervals.
                 35. The Bureau and Offices propose that if the service provider is
                able to show sufficient coverage in the selected resolution 8 hexagon,
                the provider would have successfully demonstrated coverage to satisfy
                the verification request in that hexagon. The Bureau and Offices seek
                comment on this proposed methodology and invite commenters to propose
                alternative approaches that would allow for staff to automatically
                adjudicate speed test data submitted during the verification process.
                Staff may consider other relevant data submitted by providers, may
                request additional information from the provider (including
                infrastructure data, if necessary), and may take other actions as may
                be necessary to ensure the reliability and accuracy of the verification
                process. The Bureau and Offices seek comment on these proposals.
                3. Infrastructure Information
                 36. In the Third Order, the Commission found that infrastructure
                information can provide an important means for the Commission to
                fulfill its obligation to independently verify the accuracy of provider
                coverage propagation models and maps and provided examples of the
                infrastructure information that mobile providers may be required to
                submit as part of a verification inquiry. The Commission further
                concluded that collecting such data will enable the Commission to
                satisfy the Broadband DATA Act's requirement that the Commission verify
                the accuracy and reliability of submitted coverage data.
                 37. If a mobile service provider chooses to submit infrastructure
                data in response to a verification request, the Bureau and Offices
                propose to require the provider to submit such data for all cell sites
                and antennas that provide service to the targeted area. The Bureau and
                Offices propose that the Commission staff then evaluate whether the
                provider has demonstrated sufficient coverage for each selected hexagon
                using standardized propagation modeling. Under this approach, staff
                engineers would generate their own predicted coverage maps using the
                data submitted by the provider (including link budget parameters, cell-
                site infrastructure data, and the information provided by service
                providers about the types of propagation models they used). Using these
                staff-generated maps, the Bureau and Offices would evaluate whether
                each selected hexagon has predicted coverage with speeds at or above
                the minimum values reported in the provider's submitted coverage data.
                In generating the Bureau and Offices' own coverage maps, they propose
                to use certain standard sets of clutter and terrain data. The Bureau
                and Offices seek comment on this proposal and seek comment generally on
                other ways that infrastructure data could be used to evaluate the
                sufficiency of coverage in their proposed verification process. Staff
                may also consider other relevant data submitted by providers during the
                verification process, may request additional information from the
                provider (including on-the-ground speed test data, if necessary), and
                may take steps to ensure the accuracy of the verification process. The
                Bureau and Offices seek comment on these proposals.
                 38. Alternatively, the Bureau and Offices could use the submitted
                infrastructure and link budget data, along with available crowdsourced
                data, to perform initial verification of the claimed coverage within
                the selected hexagons using standard propagation models as well as
                appropriate terrain and clutter data. The Bureau and Offices could
                evaluate the provider's link budgets and infrastructure data for
                accuracy against other available data, such as Antenna Structure
                Registration and spectrum licensing data. Under this approach, if the
                Bureau and Offices' projection of speeds, along with the available
                crowdsourced data at the challenged locations, does not predict speeds
                at or above the minimum values reported in the provider's submitted
                coverage data, the Bureau and Offices propose that Commission staff
                would consider any additional information submitted by the provider or
                request additional information from the provider. Such information
                would include on-the-ground speed test data and staff would use this
                information to complete its verification of the targeted area. The
                Commission could also leverage spatial interpolation techniques to
                evaluate and verify the accuracy of coverage maps based on available
                crowdsourcing and on-the-ground data. The Bureau and Offices seek
                comment on this approach and other ways that infrastructure data could
                be used to verify a provider's coverage in the targeted area.
                 39. Consistent with the authority the Commission delegated to OEA
                and WTB in the Third Order to ``adopt the methodologies, data
                specifications, and formatting requirements'' that providers must
                follow when collecting and reporting mobile infrastructure data, and to
                help ensure that infrastructure information submissions are useful, the
                Bureau and Offices seek comment on adding additional input fields to
                the list of infrastructure information providers should include when
                responding to a verification request. In addition to the types of
                infrastructure information listed as examples in the Third Order, the
                Bureau and Offices propose that providers submit the following
                additional parameters and fields: (1) Geographic coordinates of each
                transmitter; (2) per site classification (e.g., urban, suburban, or
                rural); (3) elevation above ground level for each base station antenna
                and other transmit antenna specifications, including the make and
                model, beamwidth, and orientation (i.e., azimuth and any electrical
                and/or mechanical down-tilt)
                [[Page 40408]]
                at each cell site; (4) operate transmit power of the radio equipment at
                each cell site; (5) throughput and associated required signal strength
                and signal to noise ratio; (6) cell loading distribution; (7) areas
                enabled with carrier aggregation and a list of band combinations
                (including the percentage of handset population capable of using this
                band combination); and (8) all other metrics required per the most-
                recent specification for infrastructure data released by OEA and WTB.
                The Bureau and Offices anticipate the Bureau and Offices will need all
                of this infrastructure information to use as inputs for Commission
                engineers to generate their own predicted coverage maps. While the
                Bureau and Offices recognize that several commenters recommended
                limiting the scope of infrastructure data in response to the Second
                Order and Third Further Notice, the Bureau and Offices anticipate that
                collecting additional infrastructure data based on the data
                specifications listed above will be necessary in order for such data to
                be useful in verifying providers' biannual data submissions. The Bureau
                and Offices seek comment on these proposals and tentative conclusions.
                4. Additional Data
                 40. Mobile service providers may supplement their submission of
                infrastructure information or on-the-ground test data required by
                verification inquiry with ``other types of data that the provider
                believes support its coverage.'' In addition, OEA and WTB may require
                the submission of additional data when necessary to complete a
                verification inquiry. The Bureau and Offices seek comment on what types
                of other data, besides infrastructure information and on-the-ground
                test data, will be useful to verifying mobile service providers'
                coverage data and whether such data should be submitted in a specific
                format.
                 41. For example, in the Third Order, the Commission stated that it
                will allow mobile broadband service providers to supplement their
                submission of either infrastructure information or on-the-ground test
                data with additional data that the provider believes support its
                coverage, such as data collected from its transmitter monitoring
                systems and software. The Commission found that such data currently
                have not been shown to be a sufficient substitute for either on-the-
                ground testing or infrastructure data in response to a verification
                investigation. However, the Commission directed OEA and WTB to accept
                and review transmitter data to the extent they are voluntarily
                submitted by providers in response to verification requests from staff.
                These data could be especially helpful to the extent that they support
                potential reasons for service disruptions during the time interval in
                which measurements were performed, or to describe remedial improvements
                to network quality. To that end, the Commission delegated authority to
                OEA and WTB to specify appropriate standards and specifications for
                such data and add them to the alternatives available to providers to
                respond to verification requests if staff concludes that such methods
                are sufficiently reliable.
                 42. In the absence of any experience with this process it is
                premature to propose specifications and standards to receive voluntary
                data collected from a provider's transmitter monitoring systems and
                software. However, mobile service providers may submit transmitter data
                in addition to the infrastructure or on-the-ground data they submit in
                response to a verification investigation. The Bureau and Offices
                propose that OEA and WTB analyze transmitter data submitted by mobile
                service providers to determine whether such data accurately depict
                coverage by a mobile service provider. The Bureau and Offices seek
                comment on this proposal.
                C. Collecting Verified Broadband Data From Governmental Entities and
                Third Parties
                 43. The Broadband DATA Act requires the Commission to develop a
                process through which it can collect verified data for use in the
                coverage maps from: (1) State, local, and Tribal government entities
                primarily responsible for mapping or tracking broadband internet access
                service coverage in their areas; (2) third parties, if the Commission
                determines it is in the public interest to use their data in the
                development of the coverage maps or in the verification of data
                submitted by providers; and (3) other federal agencies. In the Third
                Order, the Commission directed OEA to collect verified mobile on-the-
                ground data from governmental entities and third parties through a
                process similar to that established for providers making their
                semiannual Broadband Data Collection filings.
                 44. In accordance with the Commission's direction in the Third
                Order and to ensure the Commission receives verified and reliable data,
                the Bureau and Offices propose that governmental entities and third
                parties should submit on-the-ground test data using the same metrics
                and testing parameters as the Bureau and Offices propose above for
                mobile providers to use in submitting on-the-ground test data. While
                the Massachusetts Department of Telecommunications and Cable asks the
                Commission to adopt a ``minimum standard'' and avoid ``strict
                submission methodology guidelines'' on data submissions by states and
                other third parties, the Bureau and Offices do not propose standards
                that are lower than or differ from those the Bureau and Offices propose
                for mobile providers. As discussed, these data can be used to verify
                service providers' coverage maps, similar to the data submitted by
                mobile providers. The Bureau and Offices therefore anticipate that
                assigning consistent, standardized procedures for governmental entities
                and third parties to submit on-the-ground data will be both appropriate
                and necessary to ensure the broadband availability maps are as accurate
                and precise as possible.
                 45. The Bureau and Offices also propose that, to the extent the
                Commission has verified on-the-ground data submitted by governmental
                entities and third parties, such data may be used when the Commission
                conducts analyses as part of the verification processes and would be
                treated as crowdsourced data. Governmental entities and third parties
                may also choose to use these data to submit a challenge, provided it
                meets the requirements for submission of a challenge under the
                Commission's rules. The Bureau and Offices invite comment on both of
                these proposals and also on whether stakeholders would benefit from
                additional guidance regarding when the Commission will consider data
                from government entities and third parties.
                D. Probative Value
                 46. The Commission directed OEA and WTB to provide guidance on the
                types of data that will likely be more probative in validating
                broadband availability data submitted by mobile service providers in
                different circumstances. The Bureau and Offices believe that on-the-
                ground test data that reflects actual on-the-ground tests as opposed to
                predictive modeling and other techniques will generally be more
                accurate reflections of user experience and thus more probative than
                infrastructure or other sources of information in most but not all
                circumstances. The Bureau and Offices recognize that on-the-ground test
                data can be more costly to obtain and may not be necessary in every
                instance, and therefore describe below at least four circumstances
                where the Bureau and
                [[Page 40409]]
                Offices tentatively conclude that infrastructure information will
                likely be of probative value comparable to on-the-ground data. The
                Bureau and Offices seek comment on these conclusions and whether there
                are any other circumstances where the Bureau and Offices can draw such
                a conclusion. The Bureau and Offices further seek comment on the
                probative value of potentially less burdensome testing techniques using
                aerial drones or other technologies for collecting test data.
                 47. First, the Bureau and Offices propose to find that
                infrastructure information will be of comparable probative value when
                extenuating circumstances at the time and location of a given test
                (e.g., maintenance or temporary outage at the cell site) caused service
                to be abnormal. In such cases, the Bureau and Offices propose for
                providers to submit coverage or footprint data for the site or sectors
                that were affected and information about the outage, such as bands
                affected, duration, and whether the outage was reported to the Network
                Outage Reporting System (NORS), along with a certification about the
                submission's accuracy. The Bureau and Offices would then remove
                measurements in the reported footprint in the relevant band(s) made
                during the outage and, as appropriate, recalculate the statistics.
                 48. Second, the Bureau and Offices propose to find that
                infrastructure or other information will be of comparable probative
                value when measurements that led to the verification request or
                challenge rely on devices that lack a band that the provider uses to
                make coverage available in the area in question. In such cases, the
                Bureau and Offices propose for providers to submit band-specific
                coverage footprints and information about which specific device(s) lack
                the band. The Bureau and Offices would then remove measurements from
                the listed devices in the relevant footprint and recalculate the
                statistics.
                 49. Third, the Bureau and Offices propose to find that
                infrastructure information will be of comparable probative value when
                speed tests were taken during an uncommon special event (e.g., a
                professional sporting event) that increased traffic on the network. The
                Bureau and Offices recognize that mobile service providers would not
                have the same throughput they would in normal circumstances given the
                high volume of traffic on networks during these types of events, so
                demonstrating the existence of coverage in the area by submitting
                infrastructure information would be persuasive for why speed tests were
                negative in such a scenario.
                 50. Fourth, the Bureau and Offices propose to find that
                infrastructure information will be of comparable probative value when
                challenger speed tests were taken during a period where cell loading
                exceeded the modeled cell loading factor. The Bureau and Offices
                recognize speed tests taken during a period when cell loading is higher
                than usual can result in negative speed tests. However, as discussed,
                the Bureau and Offices anticipate infrastructure information will be
                useful to rebut challenges in this situation, but if a high number of
                challenges show persistent over-loading, the Bureau and Offices propose
                that staff may initiate a verification inquiry to investigate whether
                mobile providers have submitted coverage maps based on an accurate
                assumption of cell loading in a particular area, and mobile providers
                should respond to such a verification request with on-the-ground data
                in order to assess the experience of users in that area.
                E. Crowdsourced Data
                 51. The Broadband DATA Act requires the Commission to ``develop a
                process through which entities or individuals . . . may submit specific
                information about the deployment and availability of broadband internet
                access service . . . on an ongoing basis . . . to verify and supplement
                information provided by providers.'' In the Second Order, the
                Commission adopted a crowdsourcing process to allow individuals and
                entities to submit such information.
                 52. The Commission instructed OET, OEA, WTB, and the Wireline
                Competition Bureau (WCB) to develop a process to prioritize the
                consideration of crowdsourced data submitted through data collection
                apps used by consumers and other entities that are determined to be
                ``highly reliable'' and that ``have proven methodologies for
                determining network coverage and network performance.'' The Commission
                further directed OET, OEA, WCB, and WTB to consider ``(1) whether the
                application uses metrics and methods that comply with current Bureau
                and Office requirements for submitting network coverage and speed data
                in the ordinary course; (2) whether the speed application has enough
                users that it produces a dataset to provide statistically significant
                results for a particular provider in a given area; and (3) whether the
                application is designed so as not to introduce bias into test
                results.'' The Bureau and Offices propose to find that the Commission's
                speed test app is a reliable and efficient method for entities to use
                in submitting crowdsourced mobile coverage data to the Commission. The
                Commission's speed test app allows users to submit specific information
                about the deployment and availability of mobile broadband service and
                meets the requirements outlined in the Commission's Second Order. To
                the extent that OET, in consultation with OEA and WTB, determines that
                other apps used by consumers or other entities are ``highly reliable''
                and ``have proven methodologies for determining mobile broadband
                network coverage and network performance,'' the Bureau and Offices
                propose to allow consumers and other entities to use such an app to
                submit crowdsourced information. The Bureau and Offices also propose to
                consider as crowdsourced information speed tests taken with an
                authorized app that do not meet the criteria needed to create a
                cognizable challenge or are otherwise not intended to be used to
                challenge the accuracy of a mobile service providers' map.
                 53. To the extent consumers and governmental or other entities
                choose to submit on-the-ground crowdsourced mobile speed test data in
                the online portal, the Bureau and Offices propose that such data be
                collected using a similar measurement methodology as the Commission's
                speed test app and submitted in a similar format to that which the
                Bureau and Offices propose for challengers and providers to use when
                submitting speed tests. However, because crowdsourced data will not
                automatically require a response from a provider, and Commission staff
                will use crowdsourced data for identifying individual instances or
                patterns of potentially inaccurate or incomplete deployment or
                availability data that warrants further review and will only initiate
                an inquiry when a ``critical mass of'' crowdsourced filings suggest
                that a provider has submitted inaccurate or incomplete data, the Bureau
                and Offices propose for some speed test metrics to be optional. For
                example, the Bureau and Offices propose to allow entities submitting
                crowdsourced data to submit tests that include any combination of the
                download speed, upload speed, or round-trip latency test metrics rather
                than requiring all three as with challenge data. The Bureau and Offices
                seek comment on their proposal. Should the Bureau and Offices adopt a
                more or less stringent standard for consumers and other entities to
                submit crowdsourced data? If so, what metrics and methods should
                consumers and other entities be required to meet when
                [[Page 40410]]
                submitting crowdsourced data? How should the Bureau and Offices ensure
                that a speed app has enough users to provide statistically significant
                results for a mobile provider in a specific geographic area? How should
                the Bureau and Offices ensure apps do not introduce bias into test
                results?
                 54. In the Third Order, the Commission directed OET, in
                consultation with OEA and WTB, to update the FCC Speed Test app as
                necessary or develop a new speed test app to collect the metrics and
                include the requisite functionalities so that challengers may use it in
                the challenge process. The Commission also directed OET to approve
                additional third-party speed test apps that collect all necessary data
                and include these required functionalities for use in the challenge
                process. The Bureau and Offices propose that OET issue a public notice
                inviting proposals for designation of third-party speed test data
                collection apps as acceptable for use for submission of crowdsourced
                and challenge data. In submitting proposals, parties would be required
                to include information indicating how the app complies with the
                requirements for crowdsourced data collection and challenge data
                collection requirements as set forth in applicable Commission orders.
                OET would provide an opportunity for comments and replies regarding the
                proposals. OET would then review all of the proposals, comments, and
                replies, and evaluate the functionalities before designating apps as
                acceptable for use for submission of crowdsourced and challenge data.
                The Bureau and Offices also propose that OET would provide periodic
                review and offer guidance for designated third party apps to ensure
                continued compliance with all technical and program requirements. The
                Bureau and Offices seek comment on their proposed process.
                 55. The Commission found it appropriate to establish and use an
                online portal for crowdsourced data filings and use the same portal for
                challenge filings. In adopting this approach, the Commission directed
                the Bureaus and Offices to implement the crowdsourced data collection
                and create a portal for the receipt of crowdsourced data. The
                Commission also directed OET, OEA, WCB, and WTB to ``issue specific
                rules by which [the Commission] will prioritize the consideration of
                crowdsourced data in advance of the time that the online portal is
                available.'' The Bureau and Offices seek comment on ways to implement
                this directive. Specifically, the Bureau and Offices ask commenters to
                recommend methodologies for submitting mobile crowdsourced data prior
                to the creation of the online portal that are efficient for consumers
                and other entities, protect consumers' privacy, and are feasible for
                the Bureaus and Offices to implement. For example, data submitted by
                consumers and other entities that do not follow any specific metrics or
                methodologies may be less likely to yield effective analysis and review
                by the Commission of providers' mobile broadband availability.
                Therefore, the Bureau and Offices propose to require consumers and
                other entities to submit any preliminary crowdsourced data using the
                same metrics that providers would use when submitting on-the-ground
                data in response to a Commission verification request. Do commenters
                agree?
                 56. As discussed in the Second Order, the Commission declined to
                establish specific thresholds to use when deciding whether to evaluate
                providers' filings where crowdsourced data suggest potential
                inaccuracies. Instead, the Commission found that staff should initiate
                inquiries when a ``critical mass of'' crowdsourced filings suggest that
                a provider has submitted inaccurate or incomplete information. The
                Commission directed OET, OEA, WCB, and WTB to provide guidance to
                providers when inquiries based on crowdsourced filings could be
                initiated. Commenters generally agreed that the crowdsourcing process
                could be used to highlight problems with the coverage maps' accuracy
                and trigger further review by the Commission. The Bureau and Offices
                propose to evaluate mobile crowdsourced data through an automated
                process to identify potential areas that would trigger further review
                using a methodology similar to the mobile verification process proposed
                above, with certain simplifications. The Bureau and Offices propose
                that the outcome of this methodology may provide staff with a credible
                basis for verifying a provider's coverage data. Under the Bureau and
                Offices proposed approach, they therefore propose that areas identified
                from crowdsourced data using this methodology would be subject to
                verification inquiry consistent with the proposed mobile verification
                process. The Bureau and Offices seek comment on this proposed framework
                for evaluating crowdsourced data.
                 57. More specifically, the methodology the Bureau and Offices
                propose would first exclude any anomalous or otherwise unusable tests
                submitted as crowdsourced data, and the Bureau and Offices seek comment
                generally on how to identify such tests. From the remaining
                crowdsourced tests, the Bureau and Offices propose to use data
                clustering to identify potential targeted areas where crowdsourced
                tests indicate a provider's coverage map is inaccurate. The Bureau and
                Offices seek comment on their proposal and on any alternative methods
                for determining when a ``critical mass'' of crowdsourced filings
                suggest a provider has submitted inaccurate or incomplete information.
                 58. In the Second Order, the Commission determined that all
                information submitted as part of the crowdsourcing process will be made
                public, with the exception of personally identifiable information and
                any data required to be confidential under Sec. 0.457 of the
                Commission's rules, and directed OEA to make crowdsourced data publicly
                available as soon as practicable after submission and to establish an
                appropriate method for doing so. Accordingly, the Bureau and Offices
                propose to make all crowdsourced data available via the Commission's
                public-facing website. Such information will depict coverage data and
                other associated information and will not include any personally
                identifiable information. The Bureau and Offices propose to update the
                public crowdsourced data biannually. The Bureau and Offices seek
                comment on their proposals and on any alternative methods for making
                crowdsourced data available to the public. The Bureau and Offices also
                seek comment on ways to ensure personally identifiable and other
                sensitive information is kept secure and private.
                 59. Finally, the Commission directed OET, OEA, WCB, and WTB to
                modify the process for the collection of fixed and mobile crowdsourced
                data over time as determined to be necessary by the Bureaus and
                Offices. The Bureaus and Offices seek comment on the proposals herein
                and will modify the process for collecting mobile crowdsourced data in
                the future as necessary.
                F. Supplemental Initial Regulatory Flexibility Analysis
                 60. Supplemental Initial Regulatory Flexibility Analysis. As
                required by the Regulatory Flexibility Act of 1980, as amended (RFA),
                the Bureau and Offices have prepared this Supplemental Initial
                Regulatory Flexibility Analysis (Supplemental IRFA) of the possible
                significant economic impact on a substantial number of small entities
                by the proposed rules and policies contained in this Public Notice to
                supplement the Commission's Initial and Final Regulatory Flexibility
                Analyses completed in the Digital
                [[Page 40411]]
                Opportunity Data Collection Report and Order and Further Notice of
                Proposed Rulemaking, Second Order and Third Further Notice, and Third
                Order. Written public comments are requested on this Supplemental IRFA.
                Comments must be identified as responses to the Supplemental IRFA and
                must be filed by the same deadline for comments specified on the first
                page of this Public Notice. The Commission will send a copy of this
                Public Notice, including this Supplemental IRFA, to the Chief Counsel
                for Advocacy of the Small Business Administration (SBA). In addition,
                this Public Notice and Supplemental IRFA (or summaries thereof) will be
                published in the Federal Register.
                 61. Need for, and Objectives of, the Proposed Rules. In this Public
                Notice, WTB, OEA, and OET take the next step to obtain better coverage
                data and implement the requirements under the Broadband DATA Act which
                tasks the Commission with collection of granular data from providers on
                the availability and quality of broadband internet access service and
                verification of the accuracy and reliability of broadband coverage data
                submitted by providers. Following the December 27, 2020, Congressional
                appropriation of funding for the implementation of the Broadband DATA
                Act, the Commission began to implement challenge, verification, and
                crowdsourcing processes involving broadband data coverage submissions.
                 62. The Commission has delegated to its staff the responsibility to
                develop technical requirements for verifying service providers'
                coverage data, a challenge process that will enable consumers and other
                third parties to dispute service providers' coverage data, and a
                process for third parties and other entities to submit crowdsourced
                data on mobile broadband availability. These measures will help the
                Commission, Congress, federal and state policy makers, and consumers to
                evaluate the status of broadband deployment throughout the United
                States. The Public Notice proposes and seeks comment on technical
                requirements to implement the mobile challenge, verification, and
                crowdsourcing processes required by the Broadband DATA Act, such as
                metrics for on-the-ground test data and a methodology for determining
                the threshold for what constitutes a cognizable challenge requiring a
                provider response. It also provides initial guidance and seeks comment
                on what types of data will likely be more probative in different
                circumstances. The Bureau and Offices propose detailed processes and
                metrics for providers to follow when responding to a Commission
                verification request, for government entities and other third parties
                to follow when submitting verified broadband coverage data, and for
                challengers to follow when contesting providers' broadband coverage
                availability. The Bureau and Offices believe this level of detail is
                necessary to allow providers, consumers and other third parties with
                robust opportunities to comment, provide input and help formulate the
                processes and procedures to enable better evaluation of the status of
                broadband deployment throughout the United States.
                 63. Legal Basis. The proposed action is authorized pursuant to
                sections 1-5, 201-206, 214, 218-220, 251, 252, 254, 256, 303(r), 332,
                403, and 641-646 of the Communications Act of 1934, as amended, 47
                U.S.C. 151-155, 201-206, 214, 218-220, 251, 252, 254, 256, 303(r), 332,
                403, 641-646.
                 64. Description and Estimate of the Number of Small Entities to
                Which the Proposed Rules Will Apply. The RFA directs agencies to
                provide a description of, and, where feasible, an estimate of the
                number of small entities that may be affected by the proposed rules and
                policies, if adopted. The RFA generally defines the term ``small
                entity'' as having the same meaning as the terms ``small business,''
                ``small organization,'' and ``small governmental jurisdiction.'' In
                addition, the term ``small business'' has the same meaning as the term
                ``small business concern'' under the Small Business Act. A ``small
                business concern'' is one which: (1) Is independently owned and
                operated; (2) is not dominant in its field of operation; and (3)
                satisfies any additional criteria established by the SBA.
                 65. As noted above, Regulatory Flexibility Analyses were
                incorporated into the Digital Opportunity Data Collection Report and
                Order and Further Notice of Proposed Rulemaking, Second Order and Third
                Further Notice, and Third Order. In those analyses, the Bureau and
                Offices described in detail the small entities that might be affected.
                In this Public Notice, for the Supplemental IRFA, the Bureau and
                Offices hereby incorporate by reference the descriptions and estimates
                of the number of small entities from the previous Regulatory
                Flexibility Analyses in the Digital Opportunity Data Collection Report
                and Order and Further Notice of Proposed Rulemaking, Second Order and
                Third Further Notice, and Third Order.
                 66. Description of Projected Reporting, Recordkeeping, and Other
                Compliance Requirements for Small Entities. The granular data
                collection for the challenge and verification processes proposed in the
                Public Notice would, if adopted, impose some new reporting,
                recordkeeping, or other compliance requirements on some small entities.
                Specifically, the Bureau and Offices propose that mobile providers of
                broadband internet access service submit coverage data in the form of
                on-the-ground test data or infrastructure information on a case-by-case
                basis in response to a Commission request to verify mobile broadband
                providers biannual BDC data submissions. Additionally, the Bureau and
                Offices propose a methodology for state, local, and Tribal government
                entities and third parties to follow when submitting verified mobile
                on-the-ground data to the Commission for use in the coverage maps. The
                Bureau and Offices also establish a methodology for mobile broadband
                providers to follow when responding to or rebutting consumer challenges
                of broadband availability. The Bureau and Offices also seek comment on
                other types of data that will likely have more probative value when
                used to either verify coverage maps or respond to a consumer challenge.
                Finally, the Bureau and Offices propose details and seek comment on how
                third parties and other entities may submit crowdsourced data and how
                this information may be put to best use. If adopted, any of these
                requirements could impose additional reporting, recordkeeping, or other
                compliance obligations on small entities.
                 67. The challenge and verification process proposals and issues
                raised for consideration and comment in the Public Notice may require
                small entities to hire attorneys, engineers, consultants, or other
                professionals. At this time, however, the Commission cannot quantify
                the cost of compliance with any potential rule changes and compliance
                obligations for small entities that may result from the Public Notice.
                The Bureau and Offices expect their requests for information on
                potential burdens, costs and cost minimization and alternative
                approaches associated with matters raised in the Public Notice will
                provide them with information to assist with their evaluation of the
                cost of compliance for small entities of any reporting, recordkeeping,
                or other compliance requirements the Bureau and Offices adopt.
                 68. Steps Taken to Minimize the Significant Economic Impact on
                Small Entities and Significant Alternatives Considered. The RFA
                requires an agency to describe any significant, specifically small
                business, alternatives that it has considered in reaching its proposed
                approach, which may include
                [[Page 40412]]
                the following four alternatives (among others): ``(1) the establishment
                of differing compliance or reporting requirements or timetables that
                take into account the resources available to small entities; (2) the
                clarification, consolidation, or simplification of compliance and
                reporting requirements under the rule for such small entities; (3) the
                use of performance rather than design standards; and (4) an exemption
                from coverage of the rule, or any part thereof, for such small
                entities.''
                 69. The Bureau and Offices anticipate the proposals set forth in
                the Public Notice will balance the need for the Commission to generate
                more precise and granular mobile broadband availability maps with any
                associated costs and burdens on mobile broadband providers. In
                implementing the requirements of the Broadband DATA Act in orders
                preceding this Public Notice, the Commission sought comment on the
                burdens associated with the potential requirements discussed in
                collecting broadband internet access service data and how such burdens
                can be minimized for small entities. For example, in the Second Order
                and Third Further Notice, the Commission sought comment on the
                potential burdens on small providers associated with: (1) Requiring
                providers to submit on-the-ground data to validate mobile broadband
                coverage; and (2) encouraging small providers to participate in the
                challenge process. In part, the comments received in response to the
                Second Order and Third Further Notice helped shape the proposals,
                approaches and steps taken in this Public Notice.
                 70. Consistent with the Commission's recognition in the Third Order
                that providers should not be subject to the undue cost of responding to
                a large number of challenges to very small areas, for the mobile
                service challenge process, the Bureau and Offices have proposed in this
                Public Notice to jointly evaluate speed tests submitted by consumers
                and governmental and third-party challengers. The Bureau and Offices
                have also proposed data specifications that all submitted challenger
                speed test data must meet. After combining consumer speed tests and
                governmental and third-party speed tests, the Bureau and Offices
                propose to validate each speed test and exclude tests that do not
                present reliable evidence. Under the Bureau and Offices' proposed
                approach, they would combine such speed test evidence and apply a
                single methodology to determine whether the threshold for a cognizable
                challenge has been met and to establish the boundaries of the
                challenged area. After determining the full set of combined, valid
                challenger speed tests, the Bureau and Offices would then associate
                each speed test with the proposed standardized geographical area
                discussed in the Public Notice. For each area that includes valid
                challenger speed tests, the Bureau and Offices would then evaluate
                whether several thresholds have been met in order to determine whether
                the challenger evidence demonstrates a cognizable challenge requiring a
                provider response. Adopting a process to determine whether there is a
                cognizable challenge to which a provider is required to respond rather
                than requiring a provider to respond to any and all submitted
                challenges will minimize the economic impact for small providers to the
                extent they are subject to challenges.
                 71. The proposed mobile service challenge process metrics for
                mobile providers to follow when responding to a Commission verification
                request seek to balance the need for the Commission to establish
                valuable methods for verifying coverage data with the need to reduce
                the costs and burdens associated with requiring mobile providers to
                submit on-the-ground test data and infrastructure information. For
                example, in order to ensure the challenge process is user-friendly for
                challengers and workable for mobile providers to respond to and rebut
                challenges, the Bureau and Offices have proposed that challenged mobile
                service providers who choose to submit on-the-ground speed test data
                will be held to the same standard as the challengers to demonstrate
                that the challenged areas have sufficient coverage. Providers would be
                required to submit on-the-ground data consistent with the metrics the
                Bureau and Offices propose for verifying coverage with on-the-ground
                data and meet the same three threshold tests as the challengers. The
                Bureau and Offices considered but declined a proposal to define a
                challenge area based on the test data submitted by the challengers on
                their belief that the Bureau and Offices' proposal is both user-
                friendly and supported by sufficient data while also targeting a more
                precise geographic area where broadband coverage is disputed and limits
                the burden on providers in responding to challenges. The Public Notice
                seeks comment on the specifics of the Bureau and Offices' proposed
                methodology and invites commenters to propose alternative approaches
                that would allow for staff to automatically adjudicate most challenges.
                 72. Our proposals for collection of verification information
                recognize that some types of test data such as on-the-ground test data
                can be more costly for small entities and others to obtain and
                therefore the Bureau and Offices have proposed to identify the portion
                of a provider's coverage map (target area) for which the Bureau and
                Offices would require verification data based upon all available
                evidence, including submitted speed test data, infrastructure data,
                crowdsourced and other third-party data, as well as staff evaluation
                and knowledge of submitted coverage data (including maps, link budget
                parameters, and other credible information). Using all available
                evidence will enable providers to choose options in line with their
                specific economic situations. Further, to minimize the cost and burden
                placed on service providers, while ensuring Commission staff have
                access to sufficient data to demonstrate coverage, the Bureau and
                Offices have proposed to use sampling of the target area. Mobile
                service providers would be required to provide verification data which
                covers a statistically valid sampling of areas for which sufficient
                coverage must be demonstrated to satisfy the verification request. The
                sample would also be required to meet the same thresholds for adequate
                coverage as defined in the challenge process using either
                infrastructure data or on-the-ground speed tests for the targeted area
                to be successfully verified. The proposed use of a sampling plan to
                demonstrate broadband availability will allow small and other providers
                to avoid submission of considerably more data and the associated costs.
                 73. In crafting the challenge and verification process proposals in
                the Public Notice, the Bureau and Offices also considered the
                appropriate verification data requirements for government entities and
                third parties and the probative value of other types of data. To ensure
                consistency, reliability, comparability, and verifiability of the data
                the Commission receives the Bureau and Offices declined to propose
                different or lower standards than those that would be applicable to
                providers. Requiring government entities and third parties to submit
                on-the-ground test data using the same metrics and testing parameters
                proposed for mobile providers will ensure that the Commission
                implements a standardized process resulting in the broadband
                availability maps that are as accurate and precise as possible. The
                Bureau and Offices' consideration of appropriate verification data
                sources took into consideration both the usefulness and costs of on-
                the-ground
                [[Page 40413]]
                test data which can be more costly to obtain and may not be needed in
                every situation versus the use of infrastructure information. Based on
                the Bureau and Offices' analysis they propose to find that
                infrastructure information will likely be of comparable probative value
                to on-the-ground test data in situations when cell sites or sectors had
                a temporary malfunction during measurements, when measurements that led
                to a verification request or challenge rely on devices that lack a band
                that the provider uses to make coverage available in the area in
                question, when speed tests were taken during an uncommon special event
                (e.g., a professional sporting event) that increased traffic on the
                network, or when challenger speed tests were taken during a period
                where cell loading exceeded the modeled cell loading factor. The Public
                Notice seeks comment on this proposal, on whether there are any other
                circumstances where infrastructure data will be greater than, equal to,
                or comparable to, on-the-ground data, and on whether there are other
                types of data that will be probative in other circumstances.
                 74. To assist in the further evaluation of the economic impact on
                small entities of proposals in this Public Notice, and to identify any
                additional options and alternatives for such entities that the
                Commission can pursue while also achieving its objectives of improving
                accuracy and reliability of its data collections, the Bureau and
                Offices have sought comment on these matters. Before reaching any final
                conclusions and taking final action in this proceeding, the Bureau and
                Offices expect to review the comments filed in response to the Public
                Notice and more fully consider the economic impact on small entities
                and how any impact can be minimized.
                 75. Federal Rules that May Duplicate, Overlap, or Conflict with the
                Proposed Rules. None.
                List of Subjects in 47 CFR Part 1
                 Broadband, Broadband Mapping, Communications, internet, Reporting
                and recordkeeping requirements, Telecommunications.
                Federal Communications Commission.
                Amy Brett,
                Acting Chief of Staff, Wireless Telecommunications Bureau.
                Proposed Rules
                 For the reasons discussed in the preamble, the Federal
                Communications Commission, under delegated authority, proposes to amend
                47 CFR part 1 as follows:
                PART 1--PRACTICE AND PROCEDURE
                0
                1. The authority citation for part 1 continues to read as follows:
                 Authority: 47 U.S.C. chs. 2, 5, 9, 13; 28 U.S.C. 2461 note,
                unless otherwise noted.
                0
                2. Amend Sec. 1.7001 by adding paragraph (a)(20) to read as follows:
                Sec. 1.7001 Scope and content of filed reports.
                 (a) * * *
                 (20) H3 standardized geospatial indexing system. A system developed
                by Uber that overlays the Earth with hexagonal cells of different sizes
                at various resolutions. The smallest hexagonal cells are at resolution
                15, in which the average hexagonal cell has an area of approximately
                0.9 square meters, and the largest are at resolution 0, in which the
                average hexagonal cell has an area of approximately 4.3 million square
                kilometers. Hexagonal cells across different resolutions are referred
                to as a ``hex-n'' cell, where n is the resolution (e.g., ``hex-15'' for
                the smallest size hexagonal cell). The H3 geospatial indexing system
                employs a nested cell structure wherein a lower resolution hexagonal
                cell (the ``parent'') contains approximately contains seven hexagonal
                cells at the next highest resolution (its ``children''). That is, a
                hex-1 cell is the ``parent'' of seven hex-2 cells, each hex-2 cell is
                the parent of seven hex-3 cells, and so on.
                0
                3. Amend Sec. 1.7006 by:
                0
                a. Redesignating paragraphs (b)(2) through (4) as paragraphs (b)(3)
                through (5) and adding new paragraph (b)(2);
                0
                b. Revising the newly redesignated paragraphs (b)(3) through (b)(5);
                0
                c. Revising paragraph (c);
                0
                d. Revising paragraph (e)(1)(iii);
                0
                e. Adding paragraphs (e)(2)(i) through (iii),
                0
                f. Revising paragraphs (e)(4) and (e)(6);
                0
                g. Adding paragraph (e)(7), and
                0
                h. Revising paragraphs (f)(1)(i) through (3) and (f)(5).
                 The revisions and additions read as follows:
                Sec. 1.7006 Data verification.
                * * * * *
                 (b) * * *
                 (2) On-the-ground crowdsourced data shall include the same metrics
                described in paragraph (c)(1) of this section.
                 (3) The online portal shall notify a provider of a crowdsourced
                data filing against it, but a provider is not required to respond to a
                crowdsourced data filing.
                 (4) If, as a result of crowdsourced data, the Commission determines
                that a provider's coverage information is not accurate, then the
                provider shall be subject to a verification inquiry consistent with the
                mobile verification process described in paragraph (c)(1) of this
                section.
                 (5) All information submitted as part of the crowdsourcing process
                shall be made public via the Commission's website, with the exception
                of personally identifiable information and any data required to be
                confidential under Sec. 0.457 of this chapter.
                 (c) Mobile service verification process for mobile providers.
                Mobile service providers shall submit either infrastructure information
                or on-the-ground test data in response to a request by Commission staff
                as part of its inquiry to independently verify the accuracy of the
                mobile provider's coverage propagation models and maps. In addition to
                submitting either on-the-ground data or infrastructure data, a provider
                may also submit data collected from transmitter monitoring software.
                The Office of Economics and Analytics and the Wireless
                Telecommunications Bureau may require the submission of additional data
                when necessary to complete a verification inquiry. A provider must
                submit its data, in the case of both infrastructure information and on-
                the-ground data, within 60 days of receiving a Commission staff
                request. Regarding on-the-ground data, a provider must submit evidence
                of network performance based on a sample of on-the-ground tests that is
                statistically appropriate for the area tested.
                 (1) When a mobile service provider chooses to demonstrate mobile
                broadband coverage availability by submitting on-the-ground data, the
                mobile service provider shall provide valid on-the-ground tests within
                a Commission-identified statistically valid and unbiased sample of its
                network, and shall demonstrate that the sampled area meets a threshold
                percentage of positive tests, which are defined as tests that show
                speeds that meet or exceed the minimum download and upload speeds the
                mobile service provider reports as available at the location where the
                test occurred.
                 (i) On-the-ground test data shall meet the following testing
                parameters:
                 (A) A minimum test length of 5 seconds and a maximum test length of
                30 seconds;
                 (B) Reporting measurement results that have been averaged over the
                duration of the test (i.e., total bits received divided by total test
                time); and
                 (C) Conducted outdoors between the hours of 6:00 a.m. and 10:00
                p.m. local time.
                [[Page 40414]]
                 (ii) On-the-ground test data shall include the following metrics
                for each test:
                 (A) Testing app name and version;
                 (B) Timestamp and duration of each test metric;
                 (C) Geographic coordinates at the start and end of each test metric
                measured with typical Global Positioning System (GPS) Standard
                Positioning Service accuracy or better;
                 (D) Velocity of vehicle, if applicable and available, for in-
                vehicle tests;
                 (E) Device make and model;
                 (F) Cellular operator name;
                 (G) Location of server (e.g., hostname or IP address);
                 (H) Available signal strength, signal quality, and radiofrequency
                metrics of each serving cell;
                 (I) Download speed;
                 (J) Upload speed;
                 (K) Round-trip latency; and
                 (L) All other metrics required per the most-recent specification
                for mobile test data released by the Office of Economics and Analytics
                and the Wireless Telecommunications Bureau.
                 (2) When a mobile service provider chooses to demonstrate mobile
                broadband coverage availability by submitting infrastructure data, the
                mobile service provider must submit such data for all cell sites that
                provide service for the targeted area.
                 (i) Infrastructure data shall include the following information for
                each cell site that the provider uses to provide service for the area
                subject to the verification inquiry:
                 (A) Geographic coordinates of the site measured with typical GPS
                Standard Positioning Service accuracy or better;
                 (B) A unique site ID for the site;
                 (C) The ground elevation above mean sea level of the site;
                 (D) Frequency band(s) used to provide service for each site being
                mapped including channel bandwidth (in megahertz);
                 (E) Radio technologies used on each band for each site;
                 (F) Capacity (Mbps) and type of backhaul used at each cell site;
                 (G) Number of sectors at each cell site;
                 (H) Effective Isotropic Radiated Power (EIRP);
                 (I) Geographic coordinates of each transmitter;
                 (J) Per site classification (e.g., urban, suburban, or rural);
                 (K) Elevation above ground level for each base station antenna and
                other transmit antenna specifications (i.e., the make and model,
                beamwidth (in degrees), and orientation (azimuth and any electrical
                and/or mechanical down-tilt in degrees) at each cell site);
                 (L) Operate transmit power of the radio equipment at each cell
                site;
                 (M) Throughput and associated required signal strength and signal
                to noise ratio;
                 (N) Cell loading distribution; and
                 (O) Areas enabled with carrier aggregation and a list of band
                combinations (including the percentage of handset population capable of
                using this band combination);
                 (P) Any additional parameters and fields that are listed in the
                most-recent specifications for wireless infrastructure data released by
                the Office of Economics and Analytics and the Wireless
                Telecommunications Bureau.
                * * * * *
                 (e) * * *
                 (1) * * *
                 (iii) Speed test data. Consumer challenges shall include the test
                metrics described in paragraph (c)(1) of this section, and shall:
                 (A) Be performed outdoors;
                 (B) Indicate whether each test was taken in an in-vehicle mobile or
                outdoor pedestrian environment; and
                 (C) Be conducted using a speed test app that has been designated by
                the Office of Engineering and Technology, in consultation with the
                Office of Economics and Analytics and the Wireless Telecommunications
                Bureau, for use in the challenge process;
                 (2) * * *
                 (i) A hexagon at resolution 8 from the H3 standardized geospatial
                indexing system shall be classified as challenged if it satisfies the
                following criteria.
                 (A) Geographic threshold. At least two valid speed tests, at least
                one of which is a ``negative'' test, are recorded in a minimum number
                of ``point-hexes'' of the resolution 8 hexagon, where:
                 (1) A test shall be defined as negative when the test does not meet
                the minimum predicted speeds based on the highest technology-specific
                minimum download and upload speeds reported for that area by the
                provider in its most recent coverage data;
                 (2) A point-hex shall be defined as one of the seven nested
                hexagons at resolution 9 from the H3 standardized geospatial indexing
                system of a resolution 8 hexagon;
                 (3) A point-hex shall be defined as accessible where at least 50%
                of the point-hex overlaps with the provider's reported coverage data
                and the point-hex overlaps with any primary, secondary, or local road
                from the most recent U.S. Census Bureau's road data; and
                 (4) The minimum number of point-hexes in which tests must be
                recorded shall be equal to the number of accessible point-hexes or
                four, whichever number is lower. If there are no accessible point-hexes
                within a resolution 8 hexagon, the geographic threshold shall not need
                to be met.
                 (B) Temporal threshold. The difference in time of day between two
                negative tests is at least four hours irrespective of calendar day; and
                 (C) Testing threshold. At least five speed tests are negative
                within a hex-8 cell when a challenger has submitted 20 or fewer tests.
                When a challenger has submitted more than 20 tests, a certain minimum
                percentage of the total number of tests in the cell must be negative;
                 (1) When a challenger has submitted 21-29 tests, at least 24% must
                be negative;
                 (2) When a challenger has submitted 30-45 tests, at least 22% must
                be negative;
                 (3) When a challenger has submitted 46-60 tests, at least 20% must
                be negative;
                 (4) When a challenger has submitted 61-70 tests, at least 18% must
                be negative;
                 (5) When a challenger has submitted 71-99 tests, at least 17% must
                be negative;
                 (6) When a challenger has submitted 100 or more tests, at least 16%
                must be negative;
                 (ii) In addition, a larger, ``parent'' hexagon (at resolutions 7 or
                6) shall be considered challenged if at least four of its child
                hexagons are considered challenged. The smallest challengeable
                hexagonal cell is a hexagon at resolution 8 from the H3 standardized
                geospatial indexing system.
                 (iii) Mobile service providers shall be notified of all cognizable
                challenges to their mobile broadband coverage maps at the end of each
                month. Challengers shall be notified when a mobile provider responds to
                the challenge. Mobile service providers and challengers both shall be
                notified monthly of the status of challenged areas.
                * * * * *
                 (4) To dispute a challenge, a mobile service provider must submit
                on-the-ground test data, consistent with the metrics and methods
                described in paragraph (c)(1) of this section, or infrastructure data
                to verify its coverage map(s) in the challenged area. To the extent
                that a mobile service provider believes it would be helpful to the
                Commission in resolving a challenge, it may choose to submit other data
                in addition to the data initially required, including but not limited
                to either infrastructure or on-the-ground testing (to the extent such
                data are not the primary option chosen by the provider)
                [[Page 40415]]
                or other types of data such as data collected from network transmitter
                monitoring systems or software, or spectrum band-specific coverage
                maps. Such other data must be submitted at the same time as the primary
                on-the-ground testing or infrastructure rebuttal data submitted by the
                provider. If needed to ensure an adequate review, the Office of
                Economics and Analytics may also require that the provider submit other
                data in addition to the data initially submitted, including but not
                limited to either infrastructure or on-the-ground testing data (to the
                extent not the option initially chosen by the provider) or data
                collected from network transmitter monitoring systems or software (to
                the extent available in the provider's network). If a mobile provider
                is not able to demonstrate sufficient coverage in a challenged hexagon,
                the mobile provider shall revise its coverage maps to reflect the lack
                of coverage in such areas.
                 (i) A mobile service provider that chooses to rebut a challenge to
                their mobile broadband coverage maps with on-the-ground speed test data
                shall confirm that a challenged area has sufficient coverage using
                speed tests that were conducted during the 12 months prior to
                submitting a rebuttal. A provider may confirm coverage in any hex-8
                cell within the challenged area. This includes any hex-8 cell that is
                challenged, and also any non-challenged hex-8 cell that is a child of a
                challenged hex-7, hex-6, or hex-5 cell. Confirming non-challenged hex-8
                cells can be used to confirm the challenged hex-7, hex-6, or hex-5
                cell. To confirm a hex-8 cell, a provider must submit on-the ground
                speed test data that meets the following criteria:
                 (A) Geographic threshold. Two speed tests, at least one of which is
                a positive test, are recorded within a minimum number of point-hexes
                within the challenged area, where:
                 (1) A test shall be defined as positive when the test meets both
                the minimum predicted speeds based on the highest technology-specific
                minimum download and upload speeds reported for that area by the
                provider in its most recent coverage data;
                 (2) A point-hex shall be defined as one of the seven nested
                hexagons at resolution 9 from the H3 standardized geospatial indexing
                system of a resolution 8 hexagon;
                 (3) A point-hex shall be defined as accessible where at least 50%
                of the point-hex overlaps with the provider's reported coverage data
                and the point-hex overlaps with any primary, secondary, or local road
                from the most recent U.S. Census Bureau's road data; and
                 (4) The minimum number of point-hexes in which tests must be
                recorded shall be equal to the number of accessible point-hexes or
                four, whichever number is lower. If there are no accessible point-hexes
                within a resolution 8 hexagon, the geographic threshold shall not need
                to be met.
                 (B) Temporal threshold. The difference in time of day between at
                least two positive tests is at least 4 hours irrespective of calendar
                day; and
                 (C) Testing threshold. At least 17 positive tests within a hex-8
                cell in the challenged area when the provider has submitted 20 or fewer
                tests. When the provider has submitted more than 20 tests, a certain
                minimum percentage of the total number of tests in the cell must be
                positive;
                 (1) When a provider has submitted 21-34 tests, at least 82% must be
                positive;
                 (2) When a provider has submitted 35-49 tests, at least 84% must be
                positive;
                 (3) When a provider has submitted 50-70 tests, at least 86% must be
                positive;
                 (4) When a provider has submitted 71-99 tests, at least 87% must be
                positive;
                 (5) When a provider has submitted 100 or more tests, at least 88%
                must be positive;
                 (D) Using a mobile device running either a Commission-developed app
                (e.g., the FCC Speed Test app), another speed test app approved by OET
                to submit challenges, or other software and hardware if approved by
                staff;
                 (E) Using a device that is engineering-capable and able to
                interface with drive test software and/or runs on the Android operating
                system.
                 (ii) A mobile service provider that chooses to rebut a challenge to
                their mobile broadband coverage maps with infrastructure data may only
                do so in order to identify invalid, or non-representative, speed tests
                within the challenged speed test data. A provider may claim challenge
                speed tests were invalid, or non-representative, if:
                 (A) Extenuating circumstances at the time and location of a given
                test (e.g., maintenance or temporary outage at the cell site) caused
                service to be abnormal;
                 (B) The mobile device(s) with which the challenger(s) conducted
                their speed tests do not use or connect to the spectrum band(s) that
                the provider uses to serve the challenged area;
                 (C) The challenge speed tests were taken during an uncommon special
                event (e.g., professional sporting event) that increased traffic on the
                network; or
                 (D) The challenge speed tests were taken during a period where cell
                loading exceeded the modeled cell loading factor.
                 (iii) If the Commission determines, based on the infrastructure
                data submitted by providers, that challenge speed tests are invalid,
                such challenge speed tests shall be ruled void, and the Commission
                shall recalculate the challenged hexagons after removing any
                invalidated challenger speed tests and consider any challenged hexagons
                that no longer meet the challenge creation threshold to be restored to
                their status before the challenge was submitted.
                 (iv) Aside from the scenarios discussed in paragraph (e)(4)(ii)(A)-
                (D), the Commission shall only use infrastructure data, on their own,
                to adjudicate a challenge upon a showing by the provider that
                collecting on-the-ground or other data (not in infrastructure
                information) would be infeasible or unlikely to show an accurate
                depiction of network coverage. In such a situation, the Commission
                shall evaluate infrastructure data using the same process the
                Commission uses to verify providers coverage maps.
                * * * * *
                 (6) After a challenged provider submits all responses and
                Commission staff determines the result of a challenge and any
                subsequent rebuttal have been determined:
                 (i) In such cases where a mobile service provider successfully
                rebuts a challenge, the area confirmed to have coverage shall be
                ineligible for challenge until the first time a mobile service provider
                files its biannual filing information six months after the end of the
                60-day response period.
                 (ii) A challenged area may be restored to an unchallenged state,
                if, as a result of data submitted by the provider, there is no longer
                sufficient evidence to sustain the challenge to that area, but the
                provider's data fall short of confirming the area. A restored hexagon
                would be subject to challenge at any time in the future as challengers
                submit new speed test data.
                 (iii) In cases where a mobile service provider concedes or loses a
                challenge, the provider must file, within 30 days, geospatial data
                depicting the challenged area that has been shown to lack sufficient
                service. Such data will constitute a correction layer to the provider's
                original propagation model-based coverage map, and Commission staff
                will use this layer to update the broadband coverage map. In addition,
                to the extent that a provider does not later improve coverage for the
                relevant technology in an area where it conceded
                [[Page 40416]]
                or lost a challenge, it must include this correction layer in its
                subsequent filings to indicate the areas shown to lack service.
                 (7) Commission staff are permitted to consider other relevant data
                to support a mobile service provider's rebuttal of challenges,
                including on-the-ground data or infrastructure data, to the extent it
                was not previously submitted by a mobile service provider. The Office
                of Economics and Analytics will review such data when voluntarily
                submitted by providers in response to consumer challenges, and if it
                concludes that any of the data sources are sufficiently reliable, it
                will specify appropriate standards and specifications for each type of
                data and add it to the alternatives available to providers to rebut a
                consumer challenge.
                 (f) * * *
                 (1)
                 (i) Government and other entity challengers may use their own
                software to collect data for the challenge process. When they submit
                their data they must meet the test metrics described in paragraph
                (c)(1)(i)-(ii) of this section. Additionally, their data must contain
                the following metrics for each test:
                 (2) Challengers must conduct speed tests using a device advertised
                by the challenged service provider as compatible with its network and
                must take all speed tests outdoors. Challengers must also use a device
                that is engineering-capable and able to interface with drive test
                software and/or runs on the Android operating system.
                 (3) For a challenge to be considered a cognizable challenge, thus
                requiring a mobile service provider response, the challenge must meet
                the same threshold specified in paragraph (e)(2)(i) of this section.
                * * * * *
                 (5) To dispute a challenge, a mobile service provider must submit
                on-the-ground test data or infrastructure data to verify its coverage
                map(s) in the challenged area based on the methodology set forth in
                paragraph (e)(4) of this section. To the extent that a service provider
                believes it would be helpful to the Commission in resolving a
                challenge, it may choose to submit other data in addition to the data
                initially required, including but not limited to either infrastructure
                or on-the-ground testing (to the extent such data are not the primary
                option chosen by the provider) or other types of data such as data
                collected from network transmitter monitoring systems or software or
                spectrum band-specific coverage maps. Such other data must be submitted
                at the same time as the primary on-the-ground testing or infrastructure
                rebuttal data submitted by the provider. If needed to ensure an
                adequate review, the Office of Economics and Analytics may also require
                that the provider submit other data in addition to the data initially
                submitted, including but not limited to either infrastructure or on-
                the-ground testing data (to the extent not the option initially chosen
                by the provider) or data collected from network transmitter monitoring
                systems or software (to the extent available in the provider's
                network).
                * * * * *
                0
                4. Amend Sec. 1.7008 by revising paragraph (d)(2) to read as follows:
                Sec. 1.7008 Creation of broadband internet access service coverage
                maps.
                * * * * *
                 (d)(1) * * *
                 (2) To the extent government entities or third parties choose to
                file verified data, they shall follow the same filing process as
                providers submitting their broadband internet access service data in
                the data portal. Government entities and third parties that file on-
                the-ground test data shall submit such data using the same metrics and
                testing parameters the Commission requires of mobile service providers
                when responding to a Commission request to verify mobile providers'
                broadband network coverage with on-the-ground data (see 47 CFR
                1.7006(c)(1)).
                * * * * *
                [FR Doc. 2021-16071 Filed 7-27-21; 8:45 am]
                BILLING CODE 6712-01-P
                

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