Features extraction and multi-classification of sEMG using a GPU-Accelerated GA/MLP hybrid algorithm.

Journal: Journal of X-ray science and technology
Published Date:

Abstract

BACKGROUND: Surface electromyography (sEMG) signal is the combined effect of superficial muscle EMG and neural electrical activity. In recent years, researchers did large amount of human-machine system studies by using the physiological signals as control signals.

Authors

  • Weizhen Luo
  • Zhongnan Zhang
  • Tingxi Wen
  • Chunfeng Li
  • Ziheng Luo