• DocumentCode
    3308296
  • Title

    Muscle synergy decomposition analysis using wavelet detection in human locomotor activity

  • Author

    Popov, Anton ; Yakovenko, Sergiy

  • Author_Institution
    Phys. & Biomed. Electron. Dept., Nat. Tech. Univ. of Ukraine, Kiev, Ukraine
  • fYear
    2015
  • fDate
    10-12 June 2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Any movement is generated by synergistic actions of muscle groups. The analytical description of how muscles are combined into synergies to produce their coordination actions remains to be established. Here, we have introduced the wavelet-based analysis to identify common information among major leg muscles during a locomotor tasks with and without asymmetric adaptation.
  • Keywords
    biomechanics; electromyography; feature extraction; medical signal detection; wavelet transforms; analytical description; asymmetric adaptation; coordination actions; human locomotor activity; locomotor tasks; major leg muscles; muscle groups; muscle synergy decomposition analysis; synergistic actions; wavelet detection; wavelet-based analysis; Couplings; Electromyography; Feature extraction; Legged locomotion; Muscles; Wavelet analysis; Wavelet transforms; EMG; electromyogram; feature extraction; muscle synergies; wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Symposium (SPSympo), 2015
  • Conference_Location
    Debe
  • Type

    conf

  • DOI
    10.1109/SPS.2015.7168260
  • Filename
    7168260