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GNSS測位の高度化と自動運転への応用

Research Project

Project/Area Number 15F15047
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section外国
Research Field Perceptual information processing
Research InstitutionThe University of Tokyo

Principal Investigator

上條 俊介  東京大学, 大学院情報学環・学際情報学府, 准教授 (70334357)

Co-Investigator(Kenkyū-buntansha) HSU LI-TA  東京大学, 大学院情報学環・学際情報学府, 外国人特別研究員
Project Period (FY) 2015-04-24 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,300,000 (Direct Cost: ¥2,300,000)
Fiscal Year 2016: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2015: ¥1,200,000 (Direct Cost: ¥1,200,000)
KeywordsGPS / GNSS / Multipath / Urban canyon / Localization / 3D Map / 3D maps / 3D building model / Urban Canyon / RAIM / Autonomous driving
Outline of Annual Research Achievements

Precise positioning is essential to realize autonomous driving in city urban area. The common understanding is GNSS receiver, LiDAR and vision sensor are integrated to provide localization service with lane-level accuracy. In general, the width of lane is about 3 meters. According to recent studies, localization methods of GNSS, LiDAR and camera can be improved by applying 2D maps and 3D models. Since 2007, using 3D building models as aids to mitigate/exclude/correct the multipath and non-line-of-sight effects has become a popular approach to enhance GNSS receivers. We propose an innovative GPS error correction method by the use of 3D building model and ray-tracing simulation. Finally, the proposed method successfully achieves a performance with less than 3 meters of positioning error.

Research Progress Status

28年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

28年度が最終年度であるため、記入しない。

Report

(2 results)
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (12 results)

All 2016 2015

All Journal Article (5 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 5 results,  Open Access: 2 results,  Acknowledgement Compliant: 2 results) Presentation (7 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] Database Calibration for Outdoor Wi-Fi Positioning System2016

    • Author(s)
      Yuyang Huang, Li-Ta Hsu, Yanlei Gu, Haitao Wang, Shunsuke Kamijo
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E99.A Issue: 9 Pages: 1683-1690

    • DOI

      10.1587/transfun.E99.A.1683

    • NAID

      130005261434

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Integrating Global Navigation Satellite System and Road Marking Detection for Vehicle Localization in Urban Traffic2016

    • Author(s)
      Yanlei Gu, Li-Ta Hsu, Jiali Bao, and Shunsuke Kamijo
    • Journal Title

      Transportation Research Record: Journal of the Transportation Research Board

      Volume: 2595 Issue: 1 Pages: 59-67

    • DOI

      10.3141/2595-07

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Urban Pedestrian Navigation using Smartphone-based Dead Reckoning and 3D Maps Aided GNSS2016

    • Author(s)
      Hsu, Li-Ta, Gu, Y., Huang, Y., Kamijo, S.
    • Journal Title

      IEEE Sensors Journal

      Volume: 16 Issue: 5 Pages: 1281-1293

    • DOI

      10.1109/jsen.2015.2496621

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Passive Sensor Integration for Vehicle Self-Localization in Urban Traffic Environment2015

    • Author(s)
      Gu, Y., Hsu, Li-Ta, Kamijo, S.
    • Journal Title

      Sensors

      Volume: 15 Issue: 12 Pages: 30199-30220

    • DOI

      10.3390/s151229795

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] NLOS Correction/Exclusion for GNSS Measurement using RAIM and City Building Models2015

    • Author(s)
      Hsu, Li-Ta, Gu, Y., Kamijo, S.,
    • Journal Title

      Sensors

      Volume: 15 Issue: 7 Pages: 17329-17349

    • DOI

      10.3390/s150717329

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Autonomous driving positioning using building model and DGNSS2016

    • Author(s)
      Li-Ta Hsu, Yanlei Gu, Shunsuke Kamijo
    • Organizer
      European Navigation Conference (ENC)
    • Place of Presentation
      Helsink(Finland)
    • Year and Date
      2016-05-30
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SLAM with 3Dimensional-GNSS2016

    • Author(s)
      Yanlei Gu, Yutaro Wada, Li-Ta Hsu, Shunsuke Kamijo
    • Organizer
      IEEE/ION PLANS 2016
    • Place of Presentation
      Savannah, Georgia(USA)
    • Year and Date
      2016-04-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sensor integration of 3D map aided GNSS and smartphone PDR in urban canyon with dense foliage2016

    • Author(s)
      Li-Ta Hsu, Yanlei Gu and Shunsuke Kamijo
    • Organizer
      IEEE/ION PLANS 2016
    • Place of Presentation
      Savannah, Georgia(USA)
    • Year and Date
      2016-04-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] GNSS positioning using WLS, DGNSS and RAIM in Tokyo City2015

    • Author(s)
      Hsu, Li-Ta, Tokura, H., Kubo, N., Kamijo, S.
    • Organizer
      International Symposium on GNSS 2015
    • Place of Presentation
      Miyakomesse, Kyoto city, Kyoto fu, Japan
    • Year and Date
      2015-11-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rectification of 3D Building Models Based on GPS Signal Collected by Vehicle2015

    • Author(s)
      Hsu, Li-Ta, Wada, Y., Gu, Y., Kamijo, S.
    • Organizer
      IEEE International Conference on Vehicular Electronics and Safety 2015
    • Place of Presentation
      Kanto Gakuin University Yokohama city, Kanagawa pref., Japan
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Pedestrian Localization Service using 3D Map and RAIM GNSS Satellite Selection Technique2015

    • Author(s)
      Hsu, Li-Ta, Gu, Y., Kamijo S.,
    • Organizer
      IEEE 18th International Conference on Intelligent Transportation Systems
    • Place of Presentation
      The Canary Islands Convention Centre, Canary Islands, Spain
    • Year and Date
      2015-09-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] NLOS Exclusion using Consistency Check and City Building Model in Deep Urban Canyons2015

    • Author(s)
      Hsu, Li-Ta, Kamijo, S.
    • Organizer
      ION GNSS+ 2015
    • Place of Presentation
      Tampa Convention Center, Tampa Florida, USA
    • Year and Date
      2015-09-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research

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Published: 2015-11-26   Modified: 2024-03-26  

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