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eess.SP2020
A Comparison of Amputee and Able-Bodied Inter-Subject Variability in Myoelectric Control
Evan Campbell, Jason Chang, Angkoon Phinyomark +1
Despite decades of research and development of pattern recognition approaches, the clinical usability of myoelectriccontrolled prostheses is still limited. One of the main issues i…
eess.SP2020
Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control
Evan Campbell, Angkoon Phinyomark, Erik Scheme
Recent human computer-interaction (HCI) studies using electromyography (EMG) and inertial measurement units (IMUs) for upper-limb gesture recognition have claimed that inertial mea…
eess.SP2019
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features
Ulysse Côté-Allard, Evan Campbell, Angkoon Phinyomark +3
The research in myoelectric control systems primarily focuses on extracting discriminative representations from the electromyographic (EMG) signal by designing handcrafted features…