Literature DB >> 10969201

Digital filter design for peak detection of surface EMG.

Z Xu1, S Xiao.   

Abstract

A simple Low-Pass Differential (LPD) filter is often used for the Motor Unit Action Potential (MUAP) peak detection in needle EMG decomposition. Decomposition of surface EMG is much more difficult since surface EMG is more mixed than needle EMG. A successful peak detection of MUAPs is a first important step for EMG decomposition. We found that a simple LPD filter is not suitable for surface MUAP detection; instead the Weighted Low-Pass Differential (WLPD) filters are proposed. The filter performance is analyzed based on different window selection and varying MUAPs from simulated and recorded surface EMG. The sinusoidal WLPD filter is found to have better SNR improving factors, and to be more robust under the varying conditions.

Mesh:

Year:  2000        PMID: 10969201     DOI: 10.1016/s1050-6411(00)00010-9

Source DB:  PubMed          Journal:  J Electromyogr Kinesiol        ISSN: 1050-6411            Impact factor:   2.368


  3 in total

1.  Classification of surface EMG signal with fractal dimension.

Authors:  Xiao Hu; Zhi-zhong Wang; Xiao-mei Ren
Journal:  J Zhejiang Univ Sci B       Date:  2005-08       Impact factor: 3.066

2.  Adaptive spatio-temporal filtering of multichannel surface EMG signals.

Authors:  Nils Ostlund; Jun Yu; J Stefan Karlsson
Journal:  Med Biol Eng Comput       Date:  2006-03-07       Impact factor: 2.602

3.  Joint application of rough set-based feature reduction and Fuzzy LS-SVM classifier in motion classification.

Authors:  Zhiguo Yan; Zhizhong Wang; Hongbo Xie
Journal:  Med Biol Eng Comput       Date:  2007-12-18       Impact factor: 2.602

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.