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Development of new inverse analyses of surface EMG about change of neuromuscular structure and function with ageing

Research Project

Project/Area Number 17300197
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Physical education
Research InstitutionSaga University

Principal Investigator

SAITOU Kenji  Saga University, Faculty of Science and Engineering, Associate Professor (70336105)

Co-Investigator(Kenkyū-buntansha) MASUDA Tadashi  Tokyo Medical and Dental University, School of Biomedical Science, Professor (00358003)
Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥8,210,000 (Direct Cost: ¥8,000,000、Indirect Cost: ¥210,000)
Fiscal Year 2007: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2006: ¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2005: ¥5,300,000 (Direct Cost: ¥5,300,000)
KeywordsSurface EMG / Inverse analysis / Neuromuscular function / Neuromuscular structure / Ageing / Numerical calculation / Physiological measurement / 急激な筋収縮 / 運動単位 / 同期 / 活動参加 / シミュレーション / 歩行 / 運動学
Research Abstract

We examined the inverse analysis of surface EMG to extract anatomical and physiological information such as the position (depth),current strength, size (radius), muscle fiber density, recruitment and firing rate of active motor units. It became clear that the depth of the active motor units was 0.5-7.7mm, and the current strength of the active motor units was 0.1-230.9nAm, through the inverse analysis with surface MUAP. In addition, the radius of the motor units was 1.4-5.4mm, and the muscle fiber density of the motor units was 0.4-9.3fiber/mm2, was estimated through the relationships between depth and current strength that were clarified by the inverse analysis. Furthermore, we developed the extended electrode array for new inverse analysis to progress the accuracy of estimation. It was clarified that the number of recruitment of motor units in rapid contraction with low force was smaller than that in maximal voluntary contraction for EMG amplitude, from the simulation of surface EMG … More with the model that had anatomical and physiological parameters about motor unit. But, the simulation method including the model of motor units must be extended for information about firing statistics of the motor units. On the other hand, the effect of the inhomogenious tissue such as epidermis and dermis, and the fiber density of motor unit on the surface electromyo potential was examined through the simulation with finite element method. As the results, it was clarified that the estimate of depth of motor unit was robust and stable against the above conditions. The inverse analysis developed in this study have the advantage that this method is able to estimate the anatomical and physiological process such as the depth, current strength, size, fiber density and firing statistics of active motor units, which is not able to measure practically under the interfered condition produced by recruitment of many motor units. In order to collect more detail and effective information about neuromuscular system, we must progress the development of the inverse analysis including recording method and model for simulation, and application of those methods to aged subjects. Less

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (32 results)

All 2008 2007 2006 2005

All Journal Article (17 results) (of which Peer Reviewed: 2 results) Presentation (15 results)

  • [Journal Article] 表面筋電位信号から運動単位活動電位への分離縲恂ヘ擬信号を用いた分離可能性の検討〜2008

    • Author(s)
      上川諒, 和久屋寛, 齋藤健治
    • Journal Title

      佐賀大学理工学部集報 37 (1)

      Pages: 5-15

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Decomposing surface EMG Into motor unit action potentials based on independent component analysis approach-A basic study on signal separation with biomimetic signals2008

    • Author(s)
      KAMIKAWA Ryo, WAKUYA Hiroshi, SAITOU Kenji
    • Journal Title

      Reports of the Faculty of Science and Engineering Saga University 37(1)

    • NAID

      110006855944

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 表皮及び真皮の表面筋電位への影響2007

    • Author(s)
      齋藤健治, 増田正
    • Journal Title

      佐賀大学理工学部集報 36 (2)

      Pages: 9-44

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Characteristics of surface EMG during rapid contraction2007

    • Author(s)
      SAITOU Kenji, MASUDA Tadashi, SAITOH Hiroshi, OKADA Morihiko
    • Journal Title

      Proceedings of the 20th Biomechanism Symposium

      Pages: 357-366

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Effect of epidermis and dermis on surface electromyo-potensial2007

    • Author(s)
      SAITOU Kenji, MASUDA Tadashi
    • Journal Title

      Reports of the Faculty of Science and Engineering, Saga University 36(2)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 表皮および真皮の表面筋電位への影響2007

    • Author(s)
      斎藤 健治, 増田 正
    • Journal Title

      佐賀大学理工学部集報 36

      Pages: 39-44

    • NAID

      110006469019

    • Related Report
      2007 Annual Research Report
  • [Journal Article] 急激な力発揮時の表面筋電図の特徴2007

    • Author(s)
      斎藤 健治, 増田 正, 他
    • Journal Title

      第20回バイオメカニズム・シンポジウム予稿集

      Pages: 357-366

    • Related Report
      2007 Annual Research Report
  • [Journal Article] 表面筋電位から推定する運動単位の構造2006

    • Author(s)
      齋藤健治, 増田正, 岡田守彦
    • Journal Title

      バイオメカニズム 18

      Pages: 199-208

    • NAID

      110007325953

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 急激な収縮時の筋張力-表面筋電位関係のシミュレーションによる検討2006

    • Author(s)
      齋藤健治, 井上伸一
    • Journal Title

      第21回生体・生理工学シンポジウム論文集

      Pages: 449-452

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 急激な力発揮時の表面筋電図の特徴2006

    • Author(s)
      齋藤健治, 増田正, 他
    • Journal Title

      バイオメカニズムシンポジウム予稿集

      Pages: 357-366

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Structure of motor units estimated from surface electromyo-potential2006

    • Author(s)
      SAITOU Kenji, MASUDA Tadashi, OKADA Morihiko
    • Journal Title

      Biomechanism 18

      Pages: 199-208

    • NAID

      110007325953

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Simulation of the relationship between muscle force and surface EMG during rapid contraction2006

    • Author(s)
      SAITOU Kenji, INOUE Shin-ichi
    • Journal Title

      Proceedings of the 21th BPES Symposium

      Pages: 449-452

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 表面筋電位から推定する運動単位の構造2006

    • Author(s)
      斎藤健治, 増田 正, 岡田守彦
    • Journal Title

      バイオメカニズム 18

      Pages: 199-208

    • NAID

      110007325953

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 野球オーバーハンド投球における上肢・上肢帯筋活動の表面筋電図分析2006

    • Author(s)
      斎藤健治, 松尾知之, 宮崎光次
    • Journal Title

      体育学研究 51(3)

      Pages: 351-365

    • NAID

      130004489521

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 急激な収縮時の筋張力-表面筋電位関係のシミュレーションによる検討2006

    • Author(s)
      斎藤健治, 井上伸一
    • Journal Title

      第21回生体・生理工学シンポジウム論文集

      Pages: 449-452

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ジャイロセンサを用いた歩行計測2006

    • Author(s)
      斎藤健治, 堀川悦夫, 増田 正
    • Journal Title

      第9回日本電気生理運動学会大会講演予稿集

      Pages: 20-20

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 表面筋電位から推定する運動単位の構造2005

    • Author(s)
      斎藤健治
    • Journal Title

      バイオメカニズム・シンポジウム予稿集 19

      Pages: 10-10

    • NAID

      110007325953

    • Related Report
      2005 Annual Research Report
  • [Presentation] ICAを利用した表面筋電位分離におけるスパイク列ばらつきの影響2008

    • Author(s)
      上川諒, 和久屋寛, 齋藤健治
    • Organizer
      生体医工学会平成19年度九州支部学術講演会
    • Place of Presentation
      九州大学
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ばらつきを考慮した擬似表面筋電信号の運動単位活動電位への分離2008

    • Author(s)
      上川諒, 和久屋寛, 齋藤健治
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      北九州
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An effect of fluctuations in the motor unit action potentials decomposed from and artificial surface EMG by ICA-based technique2008

    • Author(s)
      KAMIKAWA Ryo, WAKUYA Hiroshi, SAITOU Kenji
    • Organizer
      Kyushu conference of Medical and Biological Engineering
    • Place of Presentation
      Fukuoka
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Decomposing artificial surface EMG with fluctuations into motor unit action potentials2008

    • Author(s)
      KAMIKAWA Ryo, WAKUYA Hiroshi, SAITOU Kenji
    • Organizer
      Conference of IEICE
    • Place of Presentation
      Kitakyushu
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 急激な力発揮時の表面筋電図の特徴2007

    • Author(s)
      齋藤健治, 増田正, 他
    • Organizer
      第20回バイオメカニズムシンポジウム
    • Place of Presentation
      潮来
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 媒質の表面筋電位への影響に関する有限要素法による検討2007

    • Author(s)
      齋藤健治
    • Organizer
      第56回九州体育・スポーツ学会
    • Place of Presentation
      長崎
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 表面筋電位から運動単位活動電位への分離の試み縲恣ニ立成分分析を用いた模擬信号の分離〜2007

    • Author(s)
      上川諒, 和久屋寛, 齋藤健治
    • Organizer
      バイオメディカルファジィシステム学会第21回年次大会
    • Place of Presentation
      北九州
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Characteristics of surface EMG during rapid contraction2007

    • Author(s)
      SAITOU Kenji, MASUDA Tadashi, SAITOH Hiroshi, OKADA Morihiko
    • Organizer
      20th Biomechanism Symposium
    • Place of Presentation
      Itako, Ibaraki
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Analysis about effect of inhomogeneous tissue on surface electromyo-potential with finite element method2007

    • Author(s)
      SAITOU Kenji
    • Organizer
      56th Kyushu Conference of Physical Education and Sports
    • Place of Presentation
      Nagasaki
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A trial for decomposing surface EMG into motor unit action potentials - In the case of ICA-based approach with biomimetic signals -2007

    • Author(s)
      KAMIKAWA Ryo, WAKUYA Hiroshi, SAITOU Kenji
    • Organizer
      20th Conference of Biomedical Fazzy System
    • Place of Presentation
      Kitakyushu
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 表面筋電位から運動単位活動電位への分離の試み〜独立成分分析を用いた模擬信号の分離〜2007

    • Author(s)
      上川 諒, 和久 屋寛, 斎藤 健治
    • Organizer
      バイオメディカルファジィシステム学会
    • Place of Presentation
      北九州
    • Related Report
      2007 Annual Research Report
  • [Presentation] 急激な収縮時の筋張力-表面筋電位関係のシミュレーションによる検討2006

    • Author(s)
      齋藤健治, 井上伸一
    • Organizer
      第21回生体・生理工学シンポジウム
    • Place of Presentation
      鹿児島
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Structure of motor units estimated from surface electromyo-potential2006

    • Author(s)
      SAITOU Kenji, MASUDA Tadashi, OKADA Morihiko
    • Organizer
      19th Biomechanism Symposium
    • Place of Presentation
      Ise-Shima
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Simulation of the relationship between muscle force and surface EMG during rapid contraction2006

    • Author(s)
      SAITOU Kenji, INOUE Shin-ichi
    • Organizer
      21th BPES Symposium
    • Place of Presentation
      Kagoshima
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 表面筋電位から推定する運動単位の構造2005

    • Author(s)
      齋藤健治, 増田正, 岡田守彦
    • Organizer
      第19回バイオメカニズムシンポジウム
    • Place of Presentation
      伊勢志摩
    • 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: 2005-04-01   Modified: 2016-04-21  

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