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A system for estimating indoor resident's behavior using bioelectric potential of living plant considering human's stress

Research Project

Project/Area Number 26350066
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Clothing life/Dwelling life
Research InstitutionKanazawa University

Principal Investigator

Hidetaka Nambo  金沢大学, 電子情報学系, 准教授 (30322118)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords室内モニタリング / 植物生体電位 / 振る舞い推定 / 癒やし / ふるまい認知 / 居住者の位置推定 / 室内環境推定
Outline of Final Research Achievements

In this study, we focused the property of living plants that their bioelectric potential are affected by the position or actions of the human around the plant. Using this property, we construct the method to estimate the position and action of the resident using bioelectric potential of plants. At first, we constructed models to estimate a distance from a plant to the resident applying Machine Learning Methods or DeepLearning. Furthermore, using multi plants and constructed models, we developed the method to estimate and track where is the resident in the room.
The main purpose of this study is to consider human's mind. In other words, this study is expected to heal human's mind because living plants has originally the healing effect. Moreover, this study realized the basic method to monitor without using the devices which violate person's privacy such as cameras or microphones, and without mental burden to monitored residents.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (7 results)

All 2016 2015 2014

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

  • [Journal Article] Estimation of Resident’s Location in Indoor Environment Using Bioelectric Potential of Living Plants2016

    • Author(s)
      H.Nambo, H.Kimura
    • Journal Title

      Sensors and Materials

      Volume: 28 Pages: 369-378

    • DOI

      10.18494/SAM.2016.1187

    • ISSN
      0914-4935, 2435-0869
    • Related Report
      2016 Annual Research Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] A Study on the Estimation Method of the Resident’s Location using the Plant Bioelectric Potential2016

    • Author(s)
      K.Harutake, H.Nambo, H.Kimura
    • Organizer
      The 17th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      台湾、台北
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 植物生体電位を用いた室内居住者の位置推定に関する研究2016

    • Author(s)
      南保英孝, 治武康平, 木村春彦
    • Organizer
      「センサ・マイクロマシンと応用システム」シンポジウム2016
    • Place of Presentation
      長崎県平戸市、平戸市文化センター
    • Year and Date
      2016-10-24
    • Related Report
      2016 Annual Research Report
  • [Presentation] Development of the Estimation Method of Resident’s Location Using Bioelectric Potential of Living Plants and Knowledge of Indoor Space2016

    • Author(s)
      H.Nambo, H.Kimura
    • Organizer
      The 10th International Conference on Management Science and Engineering Management
    • Place of Presentation
      Azerbaijan, Baku
    • Year and Date
      2016-08-31
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of the Estimation Method of Resident’s Location using Bioelectric Potential of Living Plants and Knowledge of Indoor Space2016

    • Author(s)
      H.Nambo, H.Kimura
    • Organizer
      International Conference on Management Science and Engineering Management
    • Place of Presentation
      Azerbaijan
    • Year and Date
      2016-08-31
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Study on the Estimation Method of the Resident’s Location using the Plant Bioelectric Potential2015

    • Author(s)
      H.Nambo, Z.Qiang, M.Nitta, H.Kimura
    • Organizer
      Asia Pacific Industrial Engineering & Management Systems Conference 2015
    • Place of Presentation
      Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Recognition of the Distance between Plant and Human by Plant Bioelectric Potential2014

    • Author(s)
      Xingyu JIN, H.Nambo, H.Kimura
    • Organizer
      The 15th Asia Pacific International Engineering and Management Systems Conference
    • Place of Presentation
      Jeju, Korea
    • Year and Date
      2014-10-12 – 2014-10-15
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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