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Development of moving object tracker based on sensor fusion centered on ultra-wideband radar

Research Project

Project/Area Number 26880023
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Perceptual information processing
Research InstitutionRitsumeikan University

Principal Investigator

Saho Kenshi  立命館大学, 理工学部, 助教 (00732900)

Project Period (FY) 2014-08-29 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords超広帯域レーダ / センサ融合 / 移動目標追尾 / 速度・加速度観測 / 追尾フィルタ / 超音波距離センサ / 超広帯域レーダー / 速度計測 / 加速度計測 / カルマンフィルタ / 広帯域超音波ソナー / 最適設計 / 速度観測
Outline of Final Research Achievements

This study developed tracking techniques based on data fusion of accurate position measured with ultra-wideband radars, and velocity/acceleration obtained with Doppler sensors and accelerators. Tracking methods using not only the position but also the velocity/acceleration were newly defined. Then, their performance was analyzed and optimal design methodology was established based on theoretical analyses. Further, experiments using the radars, the ultrasonic sensors, the Doppler radars, and the accelerators were conducted and a practicality of the developed tracking techniques is verified in realistic environment.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • Research Products

    (16 results)

All 2016 2015 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Open Access: 4 results,  Acknowledgement Compliant: 4 results) Presentation (11 results) (of which Int'l Joint Research: 3 results,  Invited: 1 results) Remarks (1 results)

  • [Journal Article] Alpha-beta-gamma tracking filters using acceleration measurements2016

    • Author(s)
      Kenshi Saho, Masao Masugi
    • Journal Title

      SpringerPlus

      Volume: 5 Issue: 1

    • DOI

      10.1186/s40064-016-1960-8

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Automatic Parameter Setting Method for an Accurate Kalman Filter Tracker Using an Analytical Steady-State Performance Index2015

    • Author(s)
      Kenshi Saho, Masao Masugi
    • Journal Title

      IEEE Access

      Volume: 3 Pages: 1919-1930

    • DOI

      10.1109/access.2015.2486766

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Velocity/Shape Estimation Algorithm Using Tracking Filter and Data Fusion of Dual Doppler Radar Interferometers2015

    • Author(s)
      Kenshi Saho, Masao Masugi
    • Journal Title

      International Journal of Computer and Electrical Engineering

      Volume: 7 Pages: 283-295

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Performance analysis of alpha-beta-gamma tracking filters using position and velocity measurements2015

    • Author(s)
      Kenshi Saho, Masao Masugi
    • Journal Title

      EURASIP Journal on Advances in Signal Processing

      Volume: 2015 Issue: 1

    • DOI

      10.1186/s13634-015-0220-3

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] UWBドップラーレーダによる移動物体の超分解能形状計測2016

    • Author(s)
      佐保 賢志、後藤 義和、馬杉 正男
    • Organizer
      第2回VLSIセンターシンポジウム
    • Place of Presentation
      立命館大学(滋賀県草津市)
    • Year and Date
      2016-01-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 超音波距離センサと加速度センサの融合による高精度移動体追尾2016

    • Author(s)
      高橋 悠祐、佐保 賢志、馬杉 正男
    • Organizer
      第2回VLSIセンターシンポジウム
    • Place of Presentation
      立命館大学(滋賀県草津市)
    • Year and Date
      2016-01-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 目標の加速度情報を用いた最適なパルスレーダ追跡法2015

    • Author(s)
      佐保 賢志、馬杉 正男
    • Organizer
      電子情報通信学会ITS・RCC・WBS研究会
    • Place of Presentation
      沖縄産業支援センター(沖縄県那覇市)
    • Year and Date
      2015-12-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] High-Resolution Remote Sensing Technique of Moving Objects for Next-Generation 140 GHz Radars2015

    • Author(s)
      Kenshi Saho, Masao Masugi
    • Organizer
      World Engineering Conference 2015
    • Place of Presentation
      京都国際会館(京都府京都市)
    • Year and Date
      2015-12-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 少数固定アンテナで構成したパルスドップラーレーダによるエッジ及び平面を有する凸形状運動目標の形状推定2015

    • Author(s)
      佐保 賢志、馬杉 正男
    • Organizer
      平成27年 電気学会 基礎・材料・共通部門大会
    • Place of Presentation
      金沢大学(石川県金沢市)
    • Year and Date
      2015-09-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] パルスレーダと加速度計測を用いた移動体測位・追尾法2015

    • Author(s)
      佐保 賢志、馬杉 正男
    • Organizer
      電子情報通信学会ITS研究会
    • Place of Presentation
      稚内北星学園大学(北海道稚内市)
    • Year and Date
      2015-08-24
    • Related Report
      2015 Annual Research Report
  • [Presentation] Ultra Wideband Doppler Radar Signal/Image Processing for Human Motion Recognition2015

    • Author(s)
      Kenshi Saho
    • Organizer
      The 6th International Conference on Integrated Circuits, Design, and Verification (ICDV 2015)
    • Place of Presentation
      the University of Science, Ho Chi Minh City (Vietnam)
    • Year and Date
      2015-08-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Tracking and Shape Estimation of Multiple Moving Targets using Dual Micro-Doppler Radar Interferometers2015

    • Author(s)
      Kenshi Saho, Masao Masugi
    • Organizer
      International Conference on Electrical Engineering (ICEE2015)
    • Place of Presentation
      香港大学, 香港(中国)
    • Year and Date
      2015-07-08
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 2つのUWBドップラーレーダ干渉計を用いた複数運動目標の分離追尾及び形状推定2015

    • Author(s)
      佐保賢志, 馬杉正男
    • Organizer
      2015年電子情報通信学会総合大会
    • Place of Presentation
      立命館大学(滋賀県)
    • Year and Date
      2015-03-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] Velocity/Shape Estimation Algorithm Using Tracking Filter and Data Fusion of Dual Doppler Radar Interferometers2015

    • Author(s)
      Kenshi Saho, Masao Masugi
    • Organizer
      the 3rd International Conference on Intelligent and Automation Systems
    • Place of Presentation
      Ho Chi Minh City, Vietnam
    • Year and Date
      2015-02-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] マイクロドップラーレーダによる人体の高次センシング2015

    • Author(s)
      佐保賢志
    • Organizer
      VLSIセンターシンポジウム
    • Place of Presentation
      立命館大学’(滋賀県)
    • Year and Date
      2015-01-28
    • Related Report
      2014 Annual Research Report
  • [Remarks] 立命館大学産官学連携シーズ

    • URL

      http://www.ritsumei.ac.jp/research/common/file/seeds/2012/20150305-BKC14-29.pdf

    • Related Report
      2015 Annual Research Report

URL: 

Published: 2014-09-09   Modified: 2017-05-10  

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