@inproceedings{1ca24bc24cc5446387805632812f2c8b,
title = "Recognition of Ten Upper Limb Movements Based on Surface Electromyography Signals",
abstract = "Lots of patients suffer from lack of motion ability or even lost of limbs. Rehabilitation robot aims to assist them to regain some motion ability. We study the recognition of ten upper limb movements based on surface electromyography (sEMG) signals for future potential robotic arm control. After sEMG are collected and denoised, wavelet transform is used to construct the feature vector. Recognition rate among ten movements reaches 96.75\% revealed by eight channel sEMG signals and 96.25\% by two channels sEMG. This provides the basis for further real-time control of robotic arm.",
keywords = "Fisher discriminant classifier, surface electromyography signals, ten upper limbs motion, wavelet transform",
author = "Zhifeng Qian and Shunli Liu and Juan Li and Hao Guo and Ben Huang and Hongmiao Zhang and Lining Sun",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 7th IEEE Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017 ; Conference date: 31-07-2017 Through 04-08-2017",
year = "2018",
month = aug,
day = "24",
doi = "10.1109/CYBER.2017.8446205",
language = "英语",
isbn = "9781538604892",
series = "2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "466--471",
booktitle = "2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017",
address = "美国",
}