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Pattern recognition of SEMG based on wavelet packet transform and improved SVM

  • Published:2019-01 Issue: Volume:176 Page:228-235
  • ISSN:0030-4026
  • Container-title:Optik
  • language:en
  • Short-container-title:Optik

Author:

Sui Xiuwu,Wan Kaixin,Zhang Yang

Funder

Natural Science Foundation of Tianjin City

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics,Electronic, Optical and Magnetic Materials

Reference15 articles.

1. Research on Acquisition of Electromyography for Prosthesis Control;Zhiyong,2010

2. Adaptive fuzzy control method for EMG prosthetic hand;Changcheng;Chin. J. Sci. Instrum.,2013

3. Movement pattern control for prosthetic hand based on a method of dynamic threshold;Hongliu;Mod. Sci. Instrum.,2011

4. Research on the Control of Prosthesis Based on Pattern Recognition of EMG Signals;Yong,2015

5. Electromyography signal decoding based on support vector machine cluster of wavelet feature;Tao;J. Huazhong Univ. Sco. Tech. (Nat. Sci. Ed.),2015

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