Continuous estimation of upper limb joint angle from sEMG signals based on SCA-LSTM deep learning approach

Author:

Ma ChenfeiORCID,Lin ChuangORCID,Samuel Oluwarotimi WilliamsORCID,Xu Lisheng,Li Guanglin

Funder

National Natural Science Foundation of China

Shenzhen Governmental Basic Research

Chinese Academy of Sciences

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing

Reference39 articles.

1. Muscle-gesture robot hand control based on sEMG signals with wavelet transform features and neural network classifier;Luh,2016

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3. Controlling a robotic arm in the 3D space with stereo vision;Szabó;2013 21st Telecommunications Forum Telfor (TELFOR),2013

4. An EMG-based robot control scheme robust to time-varying EMG signal features;Artemiadis;IEEE Trans. Inf. Technol. Biomed.,2010

5. Bayesian filtering of surface EMG for accurate simultaneous and proportional prosthetic control;Hofmann;IEEE Trans. Neural Syst. Rehabil. Eng.,2016

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