TY - GEN
T1 - Capacitive Sensing Based Recognition of Ankle Movement Imagery in Patients after Amputation Surgery
AU - Xu, Dongfang
AU - Yang, Yong
AU - Mai, Jingeng
AU - Wang, Qining
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/7
Y1 - 2019/7
N2 - The paper proposes a capacitive sensing method for recognition of ankle movement imagery in one patient after amputation surgery. The designed capacitive sensing system can record deformation signals of the residual transtibial muscle. One transtibial amputee is asked to finish designed movements of ankle (intorsion, extorsion, introversion, extroversion, dorsiflexion and plantar-flexion) by motor imagery in the study. The total recognition accuracies for the six movements are 92.10% and 94.06% corresponding LDA and QDA classifiers, respectively, which shows that the capacitive sensing method is effective for recognizing the movements of ankle for the transtibial amputees.
AB - The paper proposes a capacitive sensing method for recognition of ankle movement imagery in one patient after amputation surgery. The designed capacitive sensing system can record deformation signals of the residual transtibial muscle. One transtibial amputee is asked to finish designed movements of ankle (intorsion, extorsion, introversion, extroversion, dorsiflexion and plantar-flexion) by motor imagery in the study. The total recognition accuracies for the six movements are 92.10% and 94.06% corresponding LDA and QDA classifiers, respectively, which shows that the capacitive sensing method is effective for recognizing the movements of ankle for the transtibial amputees.
UR - https://www.scopus.com/pages/publications/85084314393
U2 - 10.1109/CYBER46603.2019.9066606
DO - 10.1109/CYBER46603.2019.9066606
M3 - 会议稿件
AN - SCOPUS:85084314393
T3 - 9th IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2019
SP - 998
EP - 1001
BT - 9th IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2019
Y2 - 29 July 2019 through 2 August 2019
ER -