Surface EMG-Based Inter-Session Gesture Recognition Enhanced by Deep Domain Adaptation

Surface EMG-Based Inter-Session Gesture Recognition Enhanced by Deep Domain Adaptation

High-density surface electromyography (HD-sEMG) is to record muscles’ electrical activity from a restricted area of the skin by using two dimensional arrays of closely spaced electrodes. This technique allows the analysis and modelling of sEMG signals in both the temporal and spatial domains, leadin...

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Bibliographic Details
Main Authors: Yu Du, Wenguang Jin, Wentao Wei, Yu Hu, Weidong Geng
Format: Article
Language:English
Published: MDPI AG 2017-02-01
Series:Sensors
Subjects:
muscle-computer interface
electromyography
gesture recognition
domain adaptation
Online Access:http://www.mdpi.com/1424-8220/17/3/458

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