Research and analysis on the effect of joint angle on EMG in thigh muscles

2005 First International Conference on Neural Interface and Control, Proceedings

Volumn , Issue , 2005, Pages 139-142

  Guo, Xin ^a   Yang, Peng ^a   Liu, Hongcai ^a   Yan, Weili ^a  

^a HEBEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

DFT; EMG; Joint angle; WPT

Indexed keywords

CONTROL SYSTEMS; DISCRETE FOURIER TRANSFORMS; MUSCLE; NATURAL FREQUENCIES; NEURAL NETWORKS; VELOCITY; WAVELET TRANSFORMS;

EMG; JOINT ANGLE; KNEE JOINT SWING VELOCITY; WAVELET PACKET TRANSFORMATION (WPT);

JOINT PROSTHESES;

EID: 33745253757     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNIC.2005.1499862     Document Type: Conference Paper

References (10)

1. Min Lei, Zhi-zhong Wang, "The Study Advances and Prospect of Processing Surface EMG Signal in Prosthesis Control", Chinese Journal of Medical instrumentation, Vol 25, No. 3, pp. 156-160, 2001
2. Han-Pang Huang, Yi-Hung Liu, Li-Wei liu, and Chun-Shin Wong, "EMG Classification for Prehensile Postures Using Cascaded Architecture of Neural Networks with Self-Organizing Maps", Proceedings of the 2003 IEEE International Conference on Robotics & Automation., USA, pp. 1497-1502, September 2003
3. Dario Farina, Roberto Merletti, and Marisa Nazzaro., "Effect of Joint Angle on EMG Variables in Leg and Thigh Muscles", IEEE Engineering in Medicine and Biology, Vol 20, No. 6, pp. 62-71, 2001.
4. Nicolas Babault, Michel Pousson, Anne Michaut, "EMG activity and voluntary activation during knee-extensor concentric torque generation", Eur J Appl Physiol, Vol 86, pp. 541-547, 2003
5. Dario Farina, Luca Mesin, Simone Martina, and Roberto Merletti, "A Surface EMG Generation Model With Multilayer Cylindrical Description of the Volume Conductor", IEEE Transactions On Biomedical Engineering, Vol. 51, No. 3, pp. 415-426, 2004
6. Rui-hong Zhang, Ren-cheng Wang, De-wen Jin, and et al, "Analysis and measurement of a lower limb surface EMG during walking", Journal of Tsinghua University, Vol 40, No. 8, pp. 73-76, 2000
7. R.T.Lauer, C.A. Laughton, M. Orlin, B.T.Smith, "Wavelet Decomposition for The Identification of EMG Activity in The Gait Cycle", IEEE, pp.142-143, 2003
8. Daniel Zennaro, Volker M. Koch, George S. Moschytz," A Software Package for the Decomposition of Long-Term Multichannel EMG Signals Using Wavelet Coefficients", IEEE Transactions on Biomedical Engineering, Vol. 50, No. 1, pp.58-69, 2003
9. Hong-bo Xie, Zhi-zhong Wang, Hai Huang, "Wavelet Packet Transformation Feature extraction and surface EMG signal classification", Thesis & Research Report, Vol 9, pp.7-10, 2003
10. P.E. Tikkanen, "Nonlinear wavelet and wavelet packet denoismg of electrocardiogram signal", Biol. Cybern, Vol 80, pp. 259-267, 1999