Enhancement of Upper Limb Movement Classification based on Wiener Filtering Technique

Yazan Ali Jarrah,Asogbon Mojisola Grace,Oluwarotimi Williams Samuel,Mingxing Zhu,Xin Wang,Alberto López Delis,Weimin Huang,Shixiong Chen,Guanglin Li

2020 IEEE International Conference on E-health Networking, Application & Services (HEALTHCOM)（2021）

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摘要

Electromyogram pattern recognition (EMG-PR) is considered a potential method for upper limb prosthesis control. In principle, the feature extraction technique has been ranked the most influential factor that affect the EMG-PR method's performance. Despite the progress made thus far, there are inevitable interferences that could not be handled by the usual signal filtering approaches that are appli...

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关键词

Support vector machines,Wiener filters,Sensitivity,Feature extraction,Electromyography,Time-domain analysis,Prosthetics

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