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A Multi-Modal Approach for Hand Motion Classification Using Surface EMG and Accelerometers
(IEEE Engineering in Medicine and Biology Society. Conference Proceedings;6091054, Conference object; Journal article; Peer reviewed, 2011)
For decades, electromyography (EMG) has been used for diagnostics, upper-limb prosthesis control, and recently even for more general human-machine interfaces. Current commercial upper limb prostheses usually have only two ...
Examining the Adverse Effects of Limb Position on PatternRecognition Based Myoelectric Control
(;5627638, Conference object; Journal article; Peer reviewed, 2010)
Pattern recognition of myoelectric signals for the control of prosthetic devices has been widely reported and debated. A large portion of the literature focuses on offline classification accuracy of pre-recorded signals. ...
Resolving the Limb Position Effect in Myoelectric Pattern Recognition
(Journal article; Peer reviewed, 2011)
Reported studies on pattern recognition of electromyograms (EMG) for the control of prosthetic devices traditionally focus on classification accuracy of signals recorded in a laboratory. The difference between the constrained ...