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Development of methods for gathering sensor data for fish farm monitoring

Research Project

Project/Area Number 16K00146
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Information network
Research InstitutionKindai University

Principal Investigator

Taniguchi Yoshiaki  近畿大学, 理工学部, 准教授 (50532579)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsセンサネットワーク / 情報収集 / 水中通信 / DTN / MAC / ルーティング / 養殖支援 / 養殖場 / モニタリング / 無線ネットワーク / 水中センサネットワーク / 養殖魚
Outline of Final Research Achievements

In recent years, application of sensor network technology and IoT (Internet of Things) technology to primary industries has attracted attention. In this research project, we developed a new sensor information gathering method for a monitoring system that remotely collects information obtained from sensor nodes attached to farmed fish. Specifically, we developed a method to collect data from a node to a base station in a single-hop manner and that in a multi-hop manner when ultra sound waves are assumed as a communication medium. We have also developed a data gathering method when visible light is assumed as a communication medium.
In each case, the effectiveness was confirmed mainly by simulation.

Academic Significance and Societal Importance of the Research Achievements

本研究課題で想定する生簀環境では、限られた領域中を大量の端末が3次元状に移動するため、学術的に特色がある。また、本研究課題で想定する技術が確立されれば、畜産業で実施されているのと同様に養殖魚の個体の品質管理が実現できるようになり、養殖効率の向上、天然資源の保護など大きな波及効果が期待される。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (25 results)

All 2020 2019 2018 2017 2016

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 4 results,  Acknowledgement Compliant: 1 results) Presentation (17 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] Simulation study of fish counting by multiple scanning sonars in a fish farm2020

    • Author(s)
      Yoshiaki Taniguchi, Kansei Oki
    • Journal Title

      Journal of Communications

      Volume: 15 Pages: 164-170

    • DOI

      10.12720/jcm.15.2.164-170

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A system for supporting practice of lure casting using acceleration and gyroscope sensors2019

    • Author(s)
      Taniguchi Yoshiaki、Uranishi Ryota
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 14 Issue: 5 Pages: 804-805

    • DOI

      10.1002/tee.22867

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Distributed Jamming Signal Transmission Method Considering Node Density to Prevent Eavesdropping in Wireless Networks2019

    • Author(s)
      Taniguchi Yoshiaki、Nakayama Mizuha
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 14 Issue: 8 Pages: 1275-1276

    • DOI

      10.1002/tee.22928

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A system for monitoring farmed fish via LED‐based visible light communication2019

    • Author(s)
      Taniguchi Yoshiaki
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 14 Issue: 11 Pages: 1725-1726

    • DOI

      10.1002/tee.22996

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Routing Method for Fish Farm Monitoring Under Short Transmission Range Condition2018

    • Author(s)
      Koichi Ishida, Yoshiaki Taniguchi, Nobukazu Iguchi
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E101.D Issue: 8 Pages: 2145-2149

    • DOI

      10.1587/transinf.2018EDL8038

    • NAID

      130007429848

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2018-08-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Method for Gathering Sensor Data for Fish-Farm Monitoring Considering the Transmission-Range Volume2018

    • Author(s)
      Koichi Ishida, Yoshiaki Taniguchi, Nobukazu Iguchi
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E101.D Issue: 3 Pages: 808-811

    • DOI

      10.1587/transinf.2017EDL8189

    • NAID

      130006414084

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Desynchronization-Based Data Gathering Mechanism for a Fish Farm Monitoring Environment2017

    • Author(s)
      Yoshiaki Taniguchi
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E100.A Issue: 11 Pages: 2547-2550

    • DOI

      10.1587/transfun.E100.A.2547

    • NAID

      130006191417

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Experimental evaluation of the effect of turbidity on the performance of visible light communication in an underwater environment2016

    • Author(s)
      Yoshiaki Taniguchi
    • Journal Title

      International Journal of Simulation: Systems, Science & Technology

      Volume: 17 Pages: 1-4

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 任意のBLE機器を水中で使用するための音響通信変換モジュールの開発2020

    • Author(s)
      増田裕斗, 谷口義明, 波部斉, 阿部孝司, 井口信和
    • Organizer
      電子情報通信学会関西支部 第25回学生会研究発表講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 通信距離に制限のある養殖魚モニタリング環境下における情報転送方式の評価2020

    • Author(s)
      小村巧, 首藤誠陽, 谷口義明
    • Organizer
      電子情報通信学会関西支部 第25回学生会研究発表講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] A system for visualizing IoT device list based on captured frames in wireless LAN2019

    • Author(s)
      Yuto Egawa、Yoshiaki Taniguchi、Nobukazu Iguchi
    • Organizer
      IEEE ICCE-TW 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A study on function for grasping location of device in an IoT device list visualization system2019

    • Author(s)
      Yuto Egawa、Yoshiaki Taniguchi、Nobukazu Iguchi
    • Organizer
      ICIT 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Simulation study of fish counting by multiple scanning sonars in a fish farm2019

    • Author(s)
      Yoshiaki Taniguchi、Kansei Oki
    • Organizer
      ICCEI 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] BLE機器を水中で使用するための音響通信変換システムの開発2019

    • Author(s)
      増田裕斗, 谷口義明, 波部斉, 阿部孝司, 井口信和
    • Organizer
      2019年度情報処理学会関西支部支部大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 複数のソナーを用いた養殖魚尾数推定の基礎検討2018

    • Author(s)
      大木寛成, 谷口義明
    • Organizer
      情報処理学会第79回全国大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 養殖魚モニタリング環境における情報収集のためのデータ送信タイミング決定手法の評価2017

    • Author(s)
      石田晃一, 谷口義明, 井口信和
    • Organizer
      情報処理学会 第79回全国大会
    • Place of Presentation
      名古屋大学(愛知県名古屋市)
    • Year and Date
      2017-03-17
    • Related Report
      2016 Research-status Report
  • [Presentation] A method for gathering sensor data from farmed fish under limited transmission range condition2017

    • Author(s)
      Koichi Ishida, Yoshiaki Taniguchi, Nobukazu Iguchi
    • Organizer
      The 4th Asia-Pasific World Congress on Computer Science and Engineering (APWConCSE 2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A method for selecting jamming nodes considering SINR to prevent eavesdropping in wireless networks2017

    • Author(s)
      Takaaki Matsushita, Yoshiaki Taniguchi
    • Organizer
      The 4th Asia-Pasific World Congress on Computer Science and Engineering (APWConCSE 2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 養殖魚モニタリング環境におけるDTN ルーティング手法を用いた情報収集の基礎評価2017

    • Author(s)
      首藤誠陽, 石田晃一, 谷口義明
    • Organizer
      平成29年電気関係学会関西連合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 無線ネットワークにおける盗聴を困難とするためのノイズ無線信号送信に関する基礎検討2017

    • Author(s)
      松下敬昭, 谷口義明
    • Organizer
      平成29年度電気・情報関係学会九州支部連合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] A data gathering method considering volume of transmission range for fish farm monitoring2016

    • Author(s)
      Koichi Ishida, Yoshiaki Taniguchi, Nobukazu Iguchi
    • Organizer
      The 10th European Modelling Symposium on Mathematical Modelling and Computer Simulation (EMS 2016)
    • Place of Presentation
      Pisa, Italy
    • Year and Date
      2016-11-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A simulation study of effect of fish body size on communication performance in a fish farm monitoring environment2016

    • Author(s)
      Yoshiaki Taniguchi
    • Organizer
      The 10th European Modelling Symposium on Mathematical Modelling and Computer Simulation (EMS 2016)
    • Place of Presentation
      Pisa, Italy
    • Year and Date
      2016-11-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 養殖魚モニタリング環境下における情報収集のための適応的スケジューリング手法の評価2016

    • Author(s)
      石田理佐子, 石田晃一, 谷口義明, 波部斉, 阿部孝司, 井口信和
    • Organizer
      平成28年電気関係学会関西連合大会
    • Place of Presentation
      大阪府立大学(大阪府堺市)
    • Year and Date
      2016-11-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 可視光通信を用いた水の濁度推定に関する一検討2016

    • Author(s)
      八塚友彦, 谷口義明, 波部斉, 阿部孝司, 井口信和
    • Organizer
      情報処理学会関西支部 2016年度支部大会
    • Place of Presentation
      大阪大学(大阪府大阪市)
    • Year and Date
      2016-09-26
    • Related Report
      2016 Research-status Report
  • [Presentation] 養殖魚モニタリング環境下における情報収集手法の検討2016

    • Author(s)
      石田晃一, 谷口義明, 井口信和
    • Organizer
      情報処理学会関西支部 2016年度支部大会
    • Place of Presentation
      大阪大学(大阪府大阪市)
    • Year and Date
      2016-09-26
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2021-02-19  

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