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
Link To Document