• DocumentCode
    534802
  • Title

    Analysis of Sustained Maximal Grip Contractions using emperical mode decomposition

  • Author

    Li, Ke ; Hogrel, Jean-Yves ; Duchêne, Jacques ; Hewson, David

  • Author_Institution
    Dept. of Biomed. Eng., Shandong Univ., Jinan, China
  • Volume
    2
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    759
  • Lastpage
    763
  • Abstract
    Muscle fatigue and physiological tremor during a Sustained Maximal Grip Contraction (SMGC) were analyzed using Empirical Mode Decomposition (EMD) in this study. Thirty-nine healthy subjects volunteered for the experiment and performed a 25-s SMGC. Fatigue parameters such as the relative power output (RPO) were calculated from the residual of SMGC after applying EMD. Using the energy spectrum of the intrinsic mode functions (IMF) obtained using Hilbert-Huang Transform (HHT), physiological tremor was identified from the 4-12 Hz region in IMF3 and IMF4. Data were analyzed for five consecutive 5-s epochs to identify changes in fatigue and tremor over time. The EMD method was able to identify a greater resistance to fatigue in women compared to men (p<;;0.05) and in non-dominant hands compared to dominant hands (p<;;0.05). Consistent with the results for fatigue, women had less tremor than men (p<;;0.05), while non-dominant hands trembled less than did dominant hands (p<;;0.05). Higher levels of tremor were observed for non-fatigue-resistant subjects for both 10-15 s and 15-20 s epochs (p<;;0.05). The EMD is an appropriate method to indentify both fatigue and tremor during SMGC.
  • Keywords
    biomechanics; fatigue; medical signal processing; muscle; transforms; Hilbert-Huang transform; emperical mode decomposition; frequency 4 Hz to 12 Hz; intrinsic mode functions; muscle fatigue; physiological tremor; relative power output; sustained maximal grip contractions; time 25 s; time 5 s; Analysis of variance; Fatigue; Fluctuations; Force; Muscles; Resistance; Transforms; Empirical Mode Decomposition; Fatigue; Physiological Tremor; Sustained Maximal Grip Contraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6495-1
  • Type

    conf

  • DOI
    10.1109/BMEI.2010.5640090
  • Filename
    5640090