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Intent Pattern Recognition of Lower-limb Motion Based on Mechanical Sensors

Zuojun Liu Wei Lin Yanli Geng Peng Yang

自动化学报（英文版）2017，Vol.4Issue(4)：651-660,10.

自动化学报（英文版）2017，Vol.4Issue(4)：651-660,10.DOI:10.1109/JAS.2017.7510619

Intent Pattern Recognition of Lower-limb Motion Based on Mechanical Sensors

Zuojun Liu ¹Wei Lin ²Yanli Geng ³Peng Yang³

作者信息

1. School of Control Science and Engineering, Hebei University of Technology, Tianjin 300130, China
2. Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, OH 44106, USA
3. Hebei University of Technology, Tianjin 300130, China
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摘要

关键词

Above-knee prosthesis/hidden Markov model(HMM)/intra-class correlation coefficient (ICC)/intent patternrecognition/sensor fusion

Key words

Above-knee prosthesis/hidden Markov model(HMM)/intra-class correlation coefficient (ICC)/intent patternrecognition/sensor fusion

引用本文复制引用

Zuojun Liu,Wei Lin,Yanli Geng,Peng Yang..Intent Pattern Recognition of Lower-limb Motion Based on Mechanical Sensors[J].自动化学报（英文版）,2017,4(4):651-660,10.

基金项目

This work was supported in part by the National Nature Science Fundation (61174009, 61203323), Youth Foundation of Hebei Province (F2016202327), and the Colleges and Universities in Hebei Province Science and Technology Research Project (ZC2016020). Wei Lin's work was supported in part by Key Project of NSFC (61533009), 111 Project (B08015), and Research Project (JCYJ20150403161923519). Recommended by Associate Editor Jian Yang. （61174009, 61203323）

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