• GPS Jamming Tests Frustrate Pilots, Controllers (5/6)

    From Larry Dighera@21:1/5 to D-Lite on Tue Oct 12 08:08:57 2021
    [continued from previous message]

    the responsibility of
    the Federal Government. Research by HSOAC shows that users can mitigate short-term GPS
    disruptions (e.g., inability to read a GPS signal) with various strategies, ranging from using local
    backup capabilities to delaying operations until GPS is restored. The HSOAC report, Analyzing a
    More Resilient National Positioning, Navigation, and Timing (PNT)
    Capability,
    1
    provides an
    analysis of some mitigations used by specific industries to respond to a temporary disruption or
    1 The 2017 National Defense Authorization Act mandated a study “to assess
    and identify the technology-neutral
    requirements to backup and complement the positioning, navigation, and
    timing [PNT] capabilities of the Global
    Positioning System [GPS] for national security and critical infrastructure.” DHS had HSOAC conduct this study.
    v
    loss.
    Recognizing the ability to mitigate the negative impacts of temporary disruptions, the remainder
    of this report will primarily address mitigation against long-term or
    permanent disruption or loss
    of GPS PNT capabilities. While the probability of long-term GPS disruption
    is low, it is feasible,
    and prudent risk management demands taking steps to minimize the negative impacts of such an
    event.
    In reviewing and analyzing HSOAC’s report, DHS went beyond simply
    identifying system
    specifications and systems that could provide PNT if GPS were unavailable.
    The department
    sought to understand how the introduction of non-GNSS PNT systems would
    affect the security
    and resilience of critical infrastructures that are dependent on GPS for
    PNT. A special area of
    emphasis was to evaluate the reasons a user would choose to adopt non-GNSS services when
    GPS was available. Without end user adoption, the provisioning of services
    does not change the
    risk associated with loss of GPS. We frame this report through that risk analysis perspective.
    Through the course of its analysis, DHS identified key findings and considerations. These
    findings are critical in contextualizing the department’s assessment and recommendations in the
    critical infrastructure community and risk landscape. Below are key
    findings:
    1. GPS is not the only source of PNT data. Other sources are currently available for
    purchase, and include alternate space-based systems and constellations, terrestrial
    beaconing systems, time-over-fiber, cellular and wireless signals, and local terrestrial
    systems.
    2. Whatever the source of the PNT, it is incumbent on users to apply the principles found in
    Executive Order 13905, Strengthening National Resilience Through Responsible Use of
    Positioning, Navigation, and Timing Services. By applying these principles
    uses can
    reduce the risk associated with the disruption or manipulation of PNT
    services.
    3. Unless non-GPS PNT sources are free/low-cost or provide a unique benefit deemed
    valuable by the user and not found in GPS and other currently available sources, there is
    no reason to assume users will adopt new non-GPS PNT sources more widely
    than they
    have today. However, user behavior could be modified through subsidies or regulatory
    requirements.
    4. The critical infrastructure sectors heavily reliant on PNT (meaning disruption would
    cause significant costs, delays, or degradation of functions and service) include
    communications, information technology, transportation, emergency services, energy,
    surveying and mapping, and financial services.
    5. The critical infrastructure sectors highlighted in this report are
    heavily reliant on PNT
    services, but their requirements differ significantly. Some sectors require very precise
    timing, while in others position and navigation precision is more important.
    6. Critical infrastructure systems that would cease to operate due to GPS disruptions will do
    so because of design choices associated with a lack of information, cost, efficiency, and
    other considerations—not because of a lack of available options. In other words, business
    decisions, the lack of a Federal mandate, and potentially an
    underappreciation of the risk
    associated with GPS dependence are factors in the lack of resilience to GPS disruption.
    vi
    7. New non-GPS PNT systems that are designed without considering existing
    PNT
    systems—including their capabilities, limitations, and why they were adopted
    in some
    industries and not others—may simply compete with existing systems rather
    than fill
    perceived backup gaps.
    8. The position and navigation functions in critical infrastructure are so diverse that no
    single PNT system, including GPS, can fulfill all user requirements and applications.
    Because of this, DHS could not identify generic specifications for a
    national backup.
    Position and navigation backups must be application-specific and must be developed in
    coordination with industry owners and operators.
    9. While position and navigation requirements are complex, timing
    requirements are simple,
    with a minimal acceptable precision of anywhere between 65-240 nanoseconds. This
    level of precision supports all critical infrastructure requirements and is expected to meet
    future requirements, including 5G.
    Recommendations
    Based on these key findings and considerations, our analysis of the current
    PNT ecosystem, and
    the goal of mitigating risk wherever possible, DHS offers the following recommendations to
    address the nation’s PNT requirements and backup or complementary capability gaps:
    1. Temporary GPS disruptions: End users should be responsible for mitigating temporary
    GPS disruptions. For example, the Federal Aviation Administration maintains sufficient
    PNT capabilities to assure the continued safe operation of the national airspace, albeit at a
    reduced capacity, during GPS disruptions. The Federal Government can
    facilitate this
    mitigation for various critical infrastructure sectors, but should not be solely responsible
    for it.
    2. PNT Diversity and Segmentation: The Federal Government should encourage adoption
    of multiple PNT sources, thus expanding the availability of PNT services
    based on
    market drivers. Encouraging critical infrastructure owners and operators to adopt multiple
    PNT systems will diffuse the risk currently concentrated in wide-area PNT services such
    as GPS. Federal actions should focus on facilitating the availability and adoption of PNT
    sources in the open market.
    3. System Design: PNT provisioning systems, assets, and services must be designed with
    inherent security and resilience features. Critical Infrastructure systems
    that use PNT
    services must be designed to operate through interference and to identify
    and respond to
    anomalous PNT inputs. These attributes are applicable to the PNT receivers
    and the
    systems that use them.
    4. Pursue Innovation that Emphasizes Transition and Adoption: Incorporating
    PNT
    signal diversity into the PNT ecosystem should be pursued with an emphasis
    on research
    and development that prioritizes successful transition and adoption into existing GPS
    receivers, taking into account factors such as business case considerations, financial
    costs, technical integration, and logistical deployment.
    Further explanations of these findings and recommendations are included in
    the body of this
    report.
    vii
    Positioning, Navigation, and Timing (PNT) Backup and
    Complementary Capabilities to the Global Positioning
    System (GPS)
    Table of Contents
    I. Legislative Language .............................................................................................................
    1
    II. Background and Key Assessments......................................................................................
    2 Background...............................................................................................................................................
    2
    Previous Assessments...............................................................................................................................
    2
    Conclusions from Previous Assessments..................................................................................................
    3
    III. Positioning Navigation and Timing Landscape................................................................ 3 Overview...................................................................................................................................................
    4
    Existing and Emerging PNT Capabilities.................................................................................................
    4
    IV. Analysis of Alternatives ......................................................................................................
    5
    Timing Backup..........................................................................................................................................
    6
    Positioning and Navigation Backup..........................................................................................................
    8
    Understanding the Augmentation Market Space ....................................................................................
    10
    V. Backup Considerations .......................................................................................................
    10
    Temporary Disruptions...........................................................................................................................
    10
    Long-Term Disruptions ..........................................................................................................................
    11
    Conclusion ..............................................................................................................................................
    12
    VI. Departmental Plan for Meeting the Requirements ........................................................ 13
    Department of Homeland Security .........................................................................................................
    13
    A. List of Abbreviations/Acronyms ........................................................................................
    14
    B. Bibliography ........................................................................................................................
    15
    C. User Needs Framework ....................................................................................................
    16
    1
    I. Legislative Language
    NATIONAL DEFENSE AUTHORIZATION ACT (NDAA) 17,
    PUBLIC LAW 114–328
    Sec. 1618. backup and complementary positioning, navigation, and
    timing capabilities of global positioning system.
    (a) STUDY.—
    (1) IN GENERAL.—The covered Secretaries shall jointly conduct a study to
    assess and
    identify the technology-neutral requirements to backup and complement the positioning,
    navigation, and timing capabilities of the Global Positioning System for national security and
    critical infrastructure.
    (2) REPORT.—Not later than one year after the date of the enactment of this Act, the
    covered Secretaries shall submit to the appropriate congressional committees
    a report on the study
    under paragraph (1). Such report shall include—
    (A) with respect to the Department of each covered Secretary, the identification of
    the respective requirements to backup and complement the positioning, navigation, and
    timing capabilities of the Global Positioning System for national security
    and critical
    infrastructure;
    (B) an analysis of alternatives to meet such requirements, including, at a minimum—
    (i) an analysis of appropriate technology options;
    (ii) an analysis of the viability of a public-private partnership to
    establish a
    complementary positioning, navigation, and timing system; and
    (iii) an analysis of the viability of service level agreements to operate a complementary positioning, navigation, and timing system; and
    (C) a plan to meet such requirements that includes—
    (i) for each such Department, the estimated costs, schedule, and system
    level technical considerations, including end user equipment and integration considerations; and
    (ii) identification of the appropriate resourcing for each such Department
    in
    accordance with the respective requirements of the Department, including domestic or international requirements.
    (b) SINGLE DESIGNATED OFFICIAL.—Each covered Secretary shall designate a
    single senior
    official of the Department of the Secretary to act as the primary representative ofsuch Department for
    purposes of conducting the study under subsection (a)(1).
    (c) DEFINITIONS.—In this section:
    (1) The term ‘‘appropriate congressional committees’’ means—
    (A) the congressional defense committees;
    (B) the Committee on Science, Space, and Technology, the Committee on Transportation and Infrastructure, and the Committee on Homeland Security of the House
    of Representatives; and
    (C) the Committee on Commerce, Science, and Transportation and the Committee
    on
    Homeland Security and Governmental Affairs of the Senate.
    (2) The term ‘‘covered Secretaries’’ means the Secretary of Defense, the Secretary of
    Transportation, and the Secretary of Homeland Security.
    2
    II. Background and Key Assessments
    Background
    Since GPS became available for civilian use, numerous studies have assessed
    the economic
    impact of GPS, vulnerabilities of GPS end user equipment, consequences of
    GPS disruptions,
    and what systems could backup and complement GPS. Detailed in the “Previous Assessments
    Section” is a non-exhaustive selection of previous works relevant to this effort selected to
    highlight the long-term concerns regarding the growing dependence on GPS.
    This report is a
    summary and analysis of the HSOAC’s 2018 report, Analyzing a More Resilient National
    Positioning, Navigation, and Timing (PNT) Capability. HSOAC’s report
    contains data and
    literary analyses of a large library of reference material to support their
    own conclusions
    regarding GPS dependency and PNT backups/alternate systems. DHS used HSOAC’s report to
    inform and guide the findings and recommendations presented in this report. Previous Assessments
    1997
    The Presidential Commission on Critical Infrastructure issued a report
    titled Critical
    Foundations: Protecting America’s Infrastructures. The report stated that “[p]ossible exclusive
    reliance on GPS and its augmentations, combined with other complex interdependencies, raises
    the potential for ‘single point failure’ and ‘cascading effects.’”2 While
    this was primarily
    referring to the use of GPS in the national airspace, it has become increasingly more applicable
    to other critical functions required to operate U.S. critical
    infrastructure.
    The findings of this report influenced the development of National Security Presidential
    Directive (NSPD)-39 that directed the Secretary of Transportation to:
    develop, acquire, operate, and maintain backup position, navigation, and
    timing
    capabilities that can support critical transportation, homeland security,
    and other
    critical civil and commercial infrastructure applications within the United States,
    in the event of a disruption of the Global Positioning System or other space-based
    positioning, navigation, and timing services, consistent with Homeland
    Security
    Presidential Directive-7, Critical Infrastructure Identification, Prioritization, and
    Protection, dated December 17, 2003.3

    2011
    DHS published a National Risk Estimate related to GPS stating:
    After a nine-month review, U.S. Government and private sector experts
    concluded that portions of the Nation‘s critical infrastructure are increasingly
    reliant on GPS and GPS-based services. In the short term, the risk to the nation is
    2 President’s Commission on Critical Infrastructure Protection, Critical Foundations: Protecting America’s
    Infrastructures (Washington, D.C.: United States Government, 1997), A-19. 3 United States Government, Fact Sheet: National Security Presidential
    Directive 39: U.S. Space-Based Position,
    Navigation, and Timing Policy (Washington, D.C.: United States Government, 2004).
    3
    assessed to be manageable. However, if not addressed, this threat poses increasing
    risk to U.S. national, homeland, and economic security over the long term.4

    2017
    The semi-governmental advisory body Innovate UK issued a report on the
    economic impact to
    the United Kingdom associated with a five-day disruption to global
    navigation satellite systems
    (GNSS). The report estimates a daily economic impact $1.25B to the UK
    economy.5

    2019
    The U.S. Department of Commerce and DHS, through RTI International,
    estimated that the
    economic impacts to the U.S. economy caused by a 30-day loss of GPS would be
    $1 billion per
    day and could be 50 percent higher if the disruptions occurred at the least opportune time.6

    Conclusions from Previous Assessments
    All research as of the release of this report shows that dependence on GPS
    and other GNSS
    continues to grow. There have been no meaningful efforts to address the unabated adoption and
    use of GPS, and increasingly foreign GNSS, in U.S. critical infrastructure. Though the 2017 and 2019 reports used different methodologies and assessed
    two economies
    with significantly different GDPs, they concluded that GPS disruptions would have negative
    impacts that would likely exceed $1 billion a day to their respective economies. As currently
    designed, the infrastructure in the UK and U.S. would suffer significant degradation and
    economic impacts should GPS or GNSS services be disrupted. Those negative economic impacts
    would be spread across a wide variety of critical infrastructures and a wide variety of
    applications of GPS or GNSS.
    Both reports also confirmed the wide variety of uses and the unique ways GPS and other PNT
    sources are integrated in the operation of critical infrastructure that are broader than initially
    expected. For example, a greater economic loss is caused by disruption of
    cargo throughput at
    maritime ports that use automated container handling equipment, which
    require GPS to function,
    than from navigation issues created by the loss of GPS. Improving navigation
    to the port
    provides fewer benefits than improving the container handling equipment’s ability to operate in
    the absence of GPS. These types of insights help determine where sources of risk lie and where
    to focus mitigation efforts and stimulate the availability of non-GNSS PNT services.
    III. Positioning Navigation and Timing Landscape
    4 United States Department of Homeland Security, National Risk Estimate:
    Risks to U.S. Critical Infrastructure from
    Global Positioning Disruptions (Washington, D.C.: United States Department
    of Homeland Security, 2010), 3. 5 Greg Sadlier et al., The economic impact
    on the UK of a disruption to GNSS (London, UK: London Economics,
    2017), iii.
    6 Alan O’Connor et al., Economic Benefits of the Global Positioning System (GPS) (Research Triangle, NC: RTI
    International, 2019), ES-4.
    4
    Overview
    Based on the research cited in the previous section and HSOAC’s report, it
    is apparent that the
    long-term, global disruption of GPS capabilities would have wide-ranging negative impacts on
    the global economy and the daily lives of people around the world.
    GPS and foreign GNSS are the primary PNT services that industries use to enhance operations.
    However, despite the billions of dollars invested by the United States in
    GPS, it does not meet all
    the U.S. PNT needs. Where GPS cannot fulfill end user requirements and where there are
    sufficient drivers (i.e., economic, safety of life, security), industries
    and the public sector have
    developed and employed additional capabilities to fill PNT gaps. This report summarizes these
    use cases and additional PNT technologies that are already available to
    address gaps in PNT
    services. The report highlights where additional technologies may be
    available.
    Existing and Emerging PNT Capabilities
    The following is a list of emerging and existing PNT capabilities, excluding GPS. This is not an
    all-inclusive list, rather it is intended to show the diversity in the PNT ecosystem.
    • Foreign GNSS (Galileo [EU], GLONASS [Russia], and Beidou [China]): Increasingly, receiver manufacturers are including multiple GNSS
    constellations in their
    equipment. Manufacturers claim that using multiple constellations together provides
    better accuracy and improves operations in environments with limited sky visibility as the
    receiver is likely to have more satellites in view. There is also a belief
    that multiconstellation receivers provide resilience against failure of a single GNSS constellation.
    While this may be true in some respects, all GNSS are subject to the similar phenomenology that can disrupt their reception, including intentional
    jamming, spoofing,
    and natural disturbances such as ionospheric disturbance caused by space weather. The
    signal from a foreign GNSS could be intentionally or unintentionally compromised
    causing system degradation or shutdown. This feature introduces exposure to threats,
    particularly in the area of critical infrastructure.
    • Satellite-Based Augmentations and Ground Reference Stations: These systems are
    designed to work with GPS and other GNSS to increase position and navigation accuracy. Some systems can provide real-time accuracy 100 times better than
    GPS alone,
    with some capable of delivering different levels of accuracy depending on
    the
    subscription. Industry recognizes the value of these increased capabilities, justifying the
    increased costs associated with more expensive receivers and subscriptions
    to gain access
    to better accuracy. Examples of public and private augmentations include:
    o Ground-Based Augmentation System and Wide-Area Augmentation System
    o StarFire (Manufacturer - John Deere)
    o OmniSTAR (Manufacturer - Trimble/Fugro)
    o CenterPoint RTX (Manufacturer - Trimble)
    o U.S. Continuously Operating Reference Stations
    5
    o TerraStar
    • Existing PNT Services: Private companies are constantly seeking ways to deliver PNT
    services to meet customer needs. These services may provide complementary
    PNT
    functions to GPS by expanding PNT capabilities— including cross checks to validate
    data—or extending PNT services to GPS denied or degraded environments. For example,
    GPS/GNSS does not work indoors effectively, while other systems do.
    Therefore, some
    non-GNSS services are more suitable for location-based services in built-up areas. Of
    note, many of the below services would be available for a fee in contrast to GPS service,
    which is free to end users. The additional cost is a barrier to adopting one
    of the below
    services as a backup to GPS, and disincentives system diversity. Listed
    below are some
    of the private sector efforts to provide PNT services:
    o Low Earth Orbit Satellites offering positioning and timing services: This service is currently available to U.S. critical infrastructure operators for
    a fee.
    These service providers claim that this system can deliver precision time
    that
    meets all identified timing requirements in critical infrastructure. This system also
    offers a positioning and navigation service, however current accuracy levels are
    less than GPS.
    o Metropolitan Beaconing Systems (MBS): FirstNet is exploring the
    possibility of
    deploying a MBS to meet the Enhanced 911 requirement for 3D location of emergency calls in the largest metropolitan service areas. If fielded, and
    the
    system performs according to specifications, all critical infrastructure
    timing
    requirements in the serviced area could be met. The system may also be
    capable
    of meeting indoor and outdoor position and navigation requirements. This service
    would be fee based.
    o Time Over Fiber: Precision Time Protocol (IEEE 1588) has advanced in accuracy. New protocols have demonstrated sub-nanosecond time transfer over short distances (10s of kilometers), with sub-microsecond over greater distances.
    As this technology progresses, it will enable companies to offer time-as-a-service
    for a fee over fiber networks.
    o High Precision Positioning: Numerous sites around the country have
    deployed
    highly precise positioning systems that do not rely on positioning data from GPS.
    These systems cover limited areas but can provide positioning data significantly
    better than GPS. DOD, DOT, and private entities purchase these systems to
    meet
    specific operational requirements.
    IV. Analysis of Alternatives
    HSOAC Research indicates that critical infrastructure systems that would
    cease to operate
    without GPS do so because of design choices, cost factors, increasing efficiency, or other
    considerations—not because of a lack of available additional means to
    navigate, determine
    location, or synchronize. If future critical infrastructure systems are engineered and operated
    based on the same design choices, providing additional PNT sources will not change the risk
    associated with the unavailability of GPS. Unless the additional PNT
    services provide unique
    benefits deemed valuable by the user community, or regulators mandate that users secure
    6
    resilience to long-term GPS failure, there is no reason to assume businesses will act differently
    than they do today.
    In acknowledging the availability of existing and emerging PNT services,
    based on research
    conducted by HSOAC, DHS sought to determine how deployment of additional, federally
    supported PNT system(s) or requirements would change the risk associated
    with the loss of GPS
    for critical infrastructure. The precision of those alternative
    capabilities, and the analysis
    HSOAC used to arrive at them, are listed in subsequent sections. Following
    the technical
    specifications, this report discusses adoption-related requirements.
    Timing Backup
    Requirements
    GPS timing is exceptionally accurate, delivering time within billionths of a second to users
    around the world. According to GPS.gov’s website, GPS Accuracy Q&A page,
    “[t]he U.S.
    Government distributes Coordinated Universal Time (UTC) as maintained by the U.S. Naval
    Observatory (USNO) via the GPS signal in space with a time transfer accuracy relative to UTC
    (USNO) of =40 nanoseconds (billionths of a second), 95% of the time.” Applications receive the
    time directly from GPS—no other inputs are required.
    Based on multiple studies, the most stringent timing requirements for
    critical infrastructure are
    listed in Table 1.
    Table 1
    Function Requirement
    Electricity 1.0µs Phasor Measurement Unit*
    Wired and Wireless Communications 1.5µs for 4G LTE Network Backbone
    50–200 Parts Per Billion Frequency Stability
    Emergency Services (FirstNet) 1.5µs for 4G LTE Network Backbone
    50–200 Parts Per Billion Frequency Stability
    Financial Services 50µs**
    *Currently not used for operations
    **Regulatory requirement
    µs = microsecond(s) (millionth of a second)
    The precision time delivered by GPS exceeds the need of all critical infrastructure for the
    foreseeable future. Cellular networks require timing accuracy of 1.5µs for
    4G. As the nation
    transitions to 5G, those requirements may become more precise (~240 nanoseconds) but are not
    expected to exceed GPS’s capabilities. Since the telecommunication timing requirement is
    nationwide and is also the most precise requirement used by critical infrastructure it can serve as
    a baseline requirement for timing services accuracy.
    This means that any system serving as a timing backup or alternate must
    provide a minimum of
    1.5µs accuracy and 50–200 parts per billion frequency stability to maintain support to the
    communications sector.
    7
    While the Electricity Sector appears to have a more stringent requirement, utilities can continue
    to operate without that level of precision due to their strategic implementation of timing
    requirements. While the electric industry has sought to benefit from the availability and precision
    of GPS, they have not created a dependence on GPS. Should GPS signals become unavailable,
    the electric grid will continue to operate. This is an effective model for
    the use of GPS in critical
    applications. The system takes advantage of increased precision to increase efficiencies while
    still being able to operate in the absence of GPS, albeit at reduced efficiency.
    Alternative Systems
    Table 2 depicts proposed timing solutions submitted by industry to DHS
    during a Request for
    Information (RFI) in December 2018. According to industry, there are several systems that can
    meet or exceed all timing requirements for U.S. critical infrastructure
    (those indicated in green).
    Each proposal has unique characteristics that could impact industry use. For example, some
    systems are available nationwide while others are local or regional (see
    Table 3).
    Table 2*
    Proposed Solutions Precision Timing Requirements
    5G 4G-LTE
    Network
    Phasor
    Measurement
    Unit
    Financial
    Services
    µs = microseconds ~240
    Nanosec. 1.5 µs 1 µs 50 µs
    eLORAN Meets Precision Meets Precision Meets Precision Meets Precision
    Locata Meets Precision Meets Precision Meets Precision Meets Precision
    Network Time Protocol Not close to req. precision Not close to req.
    precision Not close to req. precision Not close to req. precision
    NextNav Meets Precision Meets Precision Meets Precision Meets Precision Precision Time Protocol Meets Precision Meets Precision Meets Precision
    Meets Precision
    Satellite Time and Location (STL) Meets Precision Meets Precision Meets Precision Meets Precision
    NIST WWVB Radio Not close to req. precision Not close to req. precision Not close to req. precision Precision within factor of 5
    Meets Precision Precision within factor of 5 Not close to req. precision *System performance parameters are as reported by the submitter and have not been validated by the
    government. Actual system performance must be assessed as part of any acquisition effort.
    Table 3
    Proposed Solutions Availability Coverage
    eLORAN Not operational in U.S. TBD
    Locata Commercial use Local
    Network Time Protocol Commercial use Local – National
    NextNav Commercial use Regional
    Precision Time Protocol Commercial use Local - National
    Satellite Time and Location Commercial use National
    NIST WWVB Radio Commercial use National
    8
    One area of concern is dependence on GPS to synchronize to UTC. Any system designed to
    backup or complement GPS must not have a GPS connection in its timing supply chain.
    Positioning and Navigation Backup
    Requirements
    While determining timing requirements was relatively straight forward,
    position and navigation
    is complex with no single application, like telecommunications for timing,
    that can be used as a
    baseline for position and navigation backup capabilities. To identify the end-user requirements,
    HSOAC conducted market analysis and developed functional use cases to understand the level of
    precision required for specific applications and how those applications
    obtain position and
    navigation data.7

    Table 4 contains the leading position and navigation applications and key capabilities enabled by
    GPS-based services identified in the Food and Agriculture Sector.
    Table 4
    Applications GPS Mapping GPS Piloting Variable Rate Tech
    Key Functions
    • Can treat each part
    of the field
    differently
    • Can pinpoint
    problems in specific
    patches of land
    through soil and
    other analysis
    • Enables targeting of
    pests identified by
    aerial images
    • Uses GPS to more
    accurately steer
    equipment
    • Enables farm work to
    extend after daylight
    • Can ensure
    equipment does not
    disturb crops
    • Used to ensure all land
    has planted seeds or
    are not replanted
    • Can better target
    fertilizer use and apply
    appropriate amount
    • Can better use
    pesticides to target
    pests when attacking
    specific areas of field
    Initial Metrics Sub 1 meter (1m) Sub 1m Sub 1m
    Fee-Based
    Services
    Yes, software and
    hardware for GPS
    mapping is an external
    service
    Yes, software for auto
    steering requires monthly
    or yearly subscription
    service; fees are $900–
    3,000 a month
    Yes, requires yield
    measurements and other
    software to target
    pesticide, fertilizer, and
    other material application
    This example shows that farmers can pay for sub-meter accuracy to enhance mapping, vehicle
    piloting, and variable-rate application of chemicals. To obtain these levels
    of precision and the
    enhanced efficiencies, the farmer must purchase user equipment and pay a subscription. If either
    GPS or the augmentation is unavailable, the ability to conduct the task is impaired. However,
    there are several considerations that determine whether a farm adopts

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