TY - GEN
T1 - The cortical-muscular functional coupling performance evaluation based on harmonic wavelet and symbolic phase transfer entropy
AU - Chen, Xiaobi
AU - Xu, Guanghua
AU - Zhang, Sicong
AU - Min, Li
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/7/2
Y1 - 2018/7/2
N2 - Synchronous analysis of Electroencephalogram (EEG) and Electromyography (EMG) signals can reflect the information transport function of the motor nerve. Symbol phase transfer entropy was a further improvement of transfer entropy. It was applied to the analysis of synchronous EEG and EMG signal to evaluate the performance of cortical muscle coupling. The EEG/EMG signals recorded synchronously at different muscle strength were decomposed into uniform narrow band oscillations using harmonic wavelet transform. The corresponding SPTEs of EEG and EMG narrow band oscillations were calculated and summed, and the significant areas were obtained. By moving the analysis window, time varying significant areas were obtained and significant area curves showed the corresponding strength of cortical muscle coupling.
AB - Synchronous analysis of Electroencephalogram (EEG) and Electromyography (EMG) signals can reflect the information transport function of the motor nerve. Symbol phase transfer entropy was a further improvement of transfer entropy. It was applied to the analysis of synchronous EEG and EMG signal to evaluate the performance of cortical muscle coupling. The EEG/EMG signals recorded synchronously at different muscle strength were decomposed into uniform narrow band oscillations using harmonic wavelet transform. The corresponding SPTEs of EEG and EMG narrow band oscillations were calculated and summed, and the significant areas were obtained. By moving the analysis window, time varying significant areas were obtained and significant area curves showed the corresponding strength of cortical muscle coupling.
UR - https://www.scopus.com/pages/publications/85062072319
U2 - 10.1109/CBS.2018.8612194
DO - 10.1109/CBS.2018.8612194
M3 - 会议稿件
AN - SCOPUS:85062072319
T3 - 2018 IEEE International Conference on Cyborg and Bionic Systems, CBS 2018
SP - 500
EP - 504
BT - 2018 IEEE International Conference on Cyborg and Bionic Systems, CBS 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE International Conference on Cyborg and Bionic Systems, CBS 2018
Y2 - 25 October 2018 through 27 October 2018
ER -