Classification and Feature Extraction of Different Hand Movements from EMG Signal using Machine Leaning based Algorithms

Bipasha Kundu, Desineni Subarram Naidu

2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE)（2021）

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摘要

Prosthetic plays an important role for the amputees to improve the ability and mobility of their regular activities. Electromyography(EMG) has been used for decades in the control of the motorized upper-limb prosthesis. Processed EMG can imitate human movements. Mayo armband is a wireless sensor of low power, Bluetooth, and small interference which provides a good quality EMG signal. The Myo armba...

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关键词

Wireless communication,Training,Wireless sensor networks,Support vector machine classification,Feature extraction,Electromyography,Real-time systems

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