Estimation of EMG signal for shoulder joint based on EEG signals for the control of upper-limb power assistance devices.
Hongbo LiangChi ZhuMasataka YoshiokaNaoya UedaYe TianYu IwataHaoyong YuFeng DuanYuling YanPublished in: ICRA (2017)
Keyphrases
- eeg signals
- signal processing
- brain signals
- healthy subjects
- image processing
- control signals
- non stationary
- power consumption
- mobile devices
- empirical mode decomposition
- control system
- neural network
- motor control
- brain activity
- brain computer interface
- control method
- independent component analysis
- emg signals
- image classification
- principal component analysis
- extracted features
- degrees of freedom
- motor imagery
- pattern recognition