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Moving Object Tracking Using Reflective Delay Tomography in a Wireless Sensor Network

Research Project

Project/Area Number 16K14270
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Communication/Network engineering
Research InstitutionOsaka City University

Principal Investigator

HARA SHINSUKE  大阪市立大学, 大学院工学研究科, 教授 (80228618)

Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2016: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords無線センサネットワーク / 遅延トモグラフィ / 圧縮センシング / 反射型 / 適応型 / ネットワークトモグラフィ / 透過型 / 障害リンク / 適応同定
Outline of Final Research Achievements

In a wireless sensor network, when a data collection node transmits packets over different loopy routes and measures the delays for them, it can identify abnormal links (reflective delay tomography) in the network. Furthermore, by applying compressed sensing to the tomography, it can decrease the number of measurement routes. In this research, an efficient measurement routes selection method is proposed, and the idea is extended to an adaptive method where the next route is adaptively selected according to the previous routes and delay measurement results. Computer simulations show that the adaptive measurement routes selection method can identify abnormal links in a much shorter time period, so even when moving objects cause the link abnormalities, the proposed method can effectively identify and track them.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (23 results)

All 2018 2017 2016 Other

All Journal Article (9 results) (of which Peer Reviewed: 4 results,  Open Access: 2 results,  Acknowledgement Compliant: 6 results) Presentation (13 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results) Remarks (1 results)

  • [Journal Article] An Accurate Clock Offset Estimation Method between Two Moving Objects Based on Maximum Likelihood Estimation2018

    • Author(s)
      Kousuke Matsui, Shinsuke Hara
    • Journal Title

      Proceedings of the 23rd Asia-Pacific Conference on Communications (APCC), 2017

      Volume: - Pages: 1-5

    • DOI

      10.23919/apcc.2017.8303959

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Route selection algorithms utilizing the property of the ZDD for compressed sensing-based transmissive network tomography2017

    • Author(s)
      Teruhito Naka, Shinsuke Hara
    • Journal Title

      Procedia Computer Science

      Volume: 109C Pages: 127-131

    • DOI

      10.1016/j.procs.2017.05.303

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Optimal Formation of Unmanned Aerial Vehicles for Minimizing Localization Error -A Two-Dimensional Case-2017

    • Author(s)
      Azusa Danjo, Shinsuke Hara
    • Journal Title

      Proceedings of IEEE the 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2017

      Volume: - Pages: 1-4

    • DOI

      10.1109/spawc.2017.8227783

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ネットワークトモグラフィにおけるZDD を利用した観測ルート選択2017

    • Author(s)
      中 照仁, 原 晋介, 松田崇弘, 滝沢賢一, 小野文枝, 三浦 龍
    • Journal Title

      電子情報通信学会技術報告

      Volume: RCC2016-67 Pages: 17-22

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Route selection algorithms utilizing the property of the ZDD for compressed sensing-based transmissive network tomography2017

    • Author(s)
      Teruhito Naka, Shinsuke Hara
    • Journal Title

      Proceedings of The 8th International Conference on Ambient Systems, Networks and Technologies (ANT 2017)

      Volume: -

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 移動物体間の最尤推定を用いた時刻同期法2017

    • Author(s)
      松井康祐, 原 晋介
    • Journal Title

      2017年電子情報通信学会総合大会講演論文集

      Volume: -

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 圧縮センシングを用いた反射型遅延トモグラフィにおける適応性の評価2016

    • Author(s)
      中 照仁, 原 晋介, 松田崇弘, 滝沢賢一, 小野文枝, 三浦 龍
    • Journal Title

      電子情報通信学会技術報告

      Volume: RCC2016-24 Pages: 13-16

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 反射的遅延トモグラフィにおけるSIMPATH アルゴリズムを用いた候補パス列挙2016

    • Author(s)
      中 照仁, 原 晋介, 松田崇弘, 滝沢賢一, 小野文枝, 三浦 龍
    • Journal Title

      2016年電子情報通信学会ソサイエティ大会講演論文集

      Volume: -

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] ワイヤレスネットワークトモグラフィにおける圧縮センシングの利用2016

    • Author(s)
      原 晋介, 松田崇弘, 小野文枝, 滝沢賢一, 三浦 龍
    • Journal Title

      電子情報通信学会技術報告

      Volume: RCS2016-198 Pages: 41-46

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] 圧縮センシングに基づく反射型遅延ネットワークトモグラフィに対する 観測パス選択2018

    • Author(s)
      中 照仁, 原 晋介, 松田崇弘
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 複数移動物体に対する最尤推定に基づく時刻同期法2018

    • Author(s)
      松井康祐, 原 晋介
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 大規模災害時のドローンを使ったメッセージ集配信システム2018

    • Author(s)
      原 晋介, 村田篤紀
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 無人航空機システムのための圧縮センシングを用いた受信信号強度分布の推定2018

    • Author(s)
      西岡寛人, 原 晋介, 松田崇弘, 小野文枝
    • Organizer
      2018年電子情報通信学会総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Route selection algorithms utilizing the property of the ZDD for compressed sensing-based transmissive network tomography2017

    • Author(s)
      Teruhito Naka
    • Organizer
      The 8th International Conference on Ambient Systems, Networks and Technologies (ANT 2017)
    • Place of Presentation
      Vila Gale Santa Cruz (Funchal, Madeira, Portugal)
    • Year and Date
      2017-05-16
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 移動物体間の最尤推定を用いた時刻同期法2017

    • Author(s)
      松井康祐
    • Organizer
      2017年電子情報通信学会総合大会
    • Place of Presentation
      名城大学(愛知県名古屋市天白区)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] ネットワークトモグラフィにおけるZDD を利用した観測ルート選択2017

    • Author(s)
      原 晋介
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      情報通信研究機構ワイヤレスネットワーク総合研究センター(神奈川県横須賀市)
    • Year and Date
      2017-01-27
    • Related Report
      2016 Research-status Report
  • [Presentation] Route selection algorithms utilizing the property of the ZDD for compressed sensing-based transmissive network tomography2017

    • Author(s)
      Teruhito Naka, Shinsuke Hara
    • Organizer
      The 8th International Conference on Ambient Systems, Networks and Technologies (ANT) 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Formation of Unmanned Aerial Vehicles for Minimizing Localization Error -A Two-Dimensional Case-2017

    • Author(s)
      Azusa Danjo, Shinsuke Hara
    • Organizer
      IEEE the 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Accurate Clock Offset Estimation Method between Two Moving Objects Based on Maximum Likelihood Estimation2017

    • Author(s)
      Kousuke Matsui, Shinsuke Hara
    • Organizer
      The 23rd Asia-Pacific Conference on Communications (APCC), 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ワイヤレスネットワークトモグラフィにおける圧縮センシングの利用2016

    • Author(s)
      原 晋介
    • Organizer
      電子情報通信学会無線通信システム研究会
    • Place of Presentation
      京都市国際交流会館(京都府京都市左京区)
    • Year and Date
      2016-11-24
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 反射的遅延トモグラフィにおけるSIMPATH アルゴリズムを用いた候補パス列挙2016

    • Author(s)
      中 照仁
    • Organizer
      2016年電子情報通信学会ソサイエティ大会
    • Place of Presentation
      北海道大学(北海道札幌市北区)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report
  • [Presentation] 圧縮センシングを用いた反射型遅延トモグラフィにおける適応性の評価2016

    • Author(s)
      中 照仁
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      名古屋工業大学(愛知県名古屋市昭和区)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Research-status Report
  • [Remarks] 大阪市立大学大学院工学研究科情報通信領域 研究

    • URL

      https://www.c.info.eng.osaka-cu.ac.jp/research/

    • Related Report
      2016 Research-status Report

URL: 

Published: 2016-04-21   Modified: 2019-03-29  

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