Developing GPS Antenna Error Models For Improved Centimeter Level Positioning

A 2017 study of vehicles with lane-departure/keeping systems involving 25 states found that crash rates and injuries declined by 11 percent and 21 percent, respectively. These systems have been available on high-end vehicles since 2000. A key feature is a positioning system with centimeter-level accuracy. Typical GPS receivers in vehicles today do not meet this requirement. Real-time kinematic GPS (RTK GPS) systems do meet the performance requirements, but the high cost (> $10,000) and cumbersome size hinder suitability for automotive applications. Currently, video, laser, radar, and infrared sensors—used to determine car location relative to visible lane markings—are less costly. Integration into the vehicle electrical system, however, can only be done when the automobile is manufactured. If after-market systems with accurate positioning could be purchased for a reasonable cost, significant driver/road safety benefits could be achieved. Prior research shows a key factor limiting RTK GPS systems accuracy is the antenna measurement quality. Accurate (and expensive) GPS receivers have large uniform antennas and come with extensive factory calibration. On low-end receivers, the antenna dimensions are small with poor tolerances and lack extensive factory calibration. This creates inaccurate positioning data whose accuracy depends on the direction of arrival of signals transmitted by the GPS satellites. A minimum of 10 GPS satellites normally in view send GPS signals that arrive from different directions, which introduces time-varying error. The overall objective is to develop a methodology for characterizing error and subsequently develop mathematical algorithms to compensate for RTK GPS receiver error.

Language

  • English

Project

  • Status: Active
  • Funding: $105000
  • Contract Numbers:

    DTRT13-G-UTC35

    CTS-2018054

  • Sponsor Organizations:

    Research and Innovative Technology Administration

    University Transportation Centers Program
    1200 New Jersey Avenue, SE
    Washington, DC  United States  20590

    Roadway Safety Institute

    University of Minnesota
    Minneapolis, MN  United States  55455

    Office of the Assistant Secretary for Research and Technology

    University Transportation Centers Program
    Department of Transportation
    Washington, DC  United States  20590
  • Project Managers:

    Stearns, Amy

  • Performing Organizations:

    University of Minnesota

    Electrical and Computer Engineering
    200 Union Street SE 4-174 Keller Hall
    Minneapolis, Minnesota  United States  55455-0170
  • Principal Investigators:

    Franklin, Rhonda

  • Start Date: 20180302
  • Expected Completion Date: 20190531
  • Actual Completion Date: 0

Subject/Index Terms

Filing Info

  • Accession Number: 01664798
  • Record Type: Research project
  • Source Agency: Roadway Safety Institute
  • Contract Numbers: DTRT13-G-UTC35, CTS-2018054
  • Files: UTC, RiP
  • Created Date: Mar 28 2018 1:06PM