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Development for automatic diagnosis system for health condition, using entropy of behavior information

Research Project

Project/Area Number 18500444
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Rehabilitation science/Welfare engineering
Research InstitutionOsaka Electro-Communication University

Principal Investigator

NAMBU Masayuki  Osaka Electro-Communication University, Faculty of Biomedical Engineering, Associate Professor (10333395)

Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥4,020,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥420,000)
Fiscal Year 2007: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2006: ¥2,200,000 (Direct Cost: ¥2,200,000)
KeywordsHome care / Biomedical measurement / Network / Bluetooth / Entropy
Research Abstract

In the first year, I developed measurement systems and software for data acquisition and analysis.
The measurement system consists of infrared sensors, wired and wireless network systems, and Bluetooth wireless communication device. I also developed the mobile type sensor system using accelerometer and Bluetooth wireless communication device. In the traditional system, the measurement system has problem of the size and energy consumption. In the developed system, I reduce the thickness of the device for the portability. As the result of improvement, the time for measurement is extended. In addition, I can acquire the data of the subject on the Internet, because I developed the data acquisition software on the WWW system. Furthermore, I developed an algorithm to acquire the entropy from long term data.
In the second year, I verified utility and the validity of the developed system. In this year I acquired the long term data of the behavior in the daily life. In addition, I analyze the long term data First I adopt the traditional linear method for comparison. However I found the unusual points of data, I could not found the significant difference between usual data and unusual data. Second, I acquired the indexes using entropy of long time data. I found the significant difference between the indexes from usual and unusual state. This result was corresponding to the result of questionnaire survey. As the result, the effectiveness of the proposal technique was suggested.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (12 results)

All 2008 2007 2006

All Journal Article (2 results) Presentation (10 results)

  • [Journal Article] Home Rehabilitation System using Virtual Reality2006

    • Author(s)
      Masayuki Nambu, Toshiyo Tamura
    • Journal Title

      Proceedings of World Congress 2006

      Pages: 5609-5609

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Bluetoothを用いた生体情報モニタリングシステム2006

    • Author(s)
      南部雅幸, 田村俊世
    • Journal Title

      計測自動制御学会システム情報部門学術講演会2006講演論文集

      Pages: 35-38

    • Related Report
      2006 Annual Research Report
  • [Presentation] Estimation of Health Condition using Information Entropy of Behavior Monitoring2008

    • Author(s)
      Masayuki Nambu, Kazuya Okada
    • Organizer
      22nd BPES
    • Place of Presentation
      Harbin, China
    • Year and Date
      2008-06-13
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Estimation of Health Condition using Information Entropy of Behavior Monitoring2008

    • Author(s)
      Masayuki Nambu, Kazuya Okada
    • Organizer
      生体生理工学シンポジウム, 計測自動制御学会
    • Place of Presentation
      Harbin,China
    • Year and Date
      2008-01-13
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] 位置センサの反応頻度からの健康状態推定2007

    • Author(s)
      南部 雅幸, 岡田 和也
    • Organizer
      計測自動制御学会システム情報部門学術講演会
    • Place of Presentation
      国立オリンピック青少年総合センター,東京
    • Year and Date
      2007-11-26
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Estimation of Health Condition using Infrared Position Sensor2007

    • Author(s)
      Masayuki Nambu, Kazuya Okada
    • Organizer
      SSI2007
    • Place of Presentation
      Tokyo
    • Year and Date
      2007-11-26
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Home Rehabilitation System using Virtual Reality2007

    • Author(s)
      Masayuki Nambu, Toshiyo Tamura
    • Organizer
      World Congress 2006
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2007-08-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Body Surface Mounted Biomedical Monitoring System Using Bluetooth2007

    • Author(s)
      Masayuki Nambu
    • Organizer
      IEEE EMBC 2007
    • Place of Presentation
      Lyon,France
    • Year and Date
      2007-08-24
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Body Surface Mounted Biomedical Monitoring System Using Bluetooth2007

    • Author(s)
      Masayuki Nambu
    • Organizer
      IEEE EMBS 2007
    • Place of Presentation
      Lyon, France
    • Year and Date
      2007-08-24
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Bluetoothを用いた生体情報モニタリングシステム2006

    • Author(s)
      南部 雅幸, 田村 俊世
    • Organizer
      計測自動制御学会システム情報部門学術講演会
    • Place of Presentation
      筑波大学東京キャンパス,東京
    • Year and Date
      2006-11-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Medical Information Monitoring System using Bluetooth2006

    • Author(s)
      Masayuki Nambu, Toshiyo Tamura
    • Organizer
      SSI 2006
    • Place of Presentation
      Tokyo
    • Year and Date
      2006-11-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Home Rehabilitation System using Virtual Reality2006

    • Author(s)
      Masayuki Nambu, Toshiyo Tamura
    • Organizer
      World Congress 2006
    • Place of Presentation
      Seoul,Korea
    • Year and Date
      2006-08-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary

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Published: 2006-04-01   Modified: 2016-04-21  

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