Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses

Electromyogram pattern recognition (EMG-PR) based control for upper-limb prostheses conventionally focuses on the classification of signals acquired in a controlled laboratory setting. In such a setting, relatively stable and high performances are often reported because subjects could consistently p...

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Bibliographic Details
Published in:	Computers in biology and medicine Vol. 90; pp. 76 - 87
Main Authors:	Samuel, Oluwarotimi Williams, Li, Xiangxin, Geng, Yanjuan, Asogbon, Mojisola Grace, Fang, Peng, Huang, Zhen, Li, Guanglin
Format:	Journal Article
Language:	English
Published:	United States Elsevier Ltd 01.11.2017 Elsevier Limited
Subjects:	Accelerometers Amputation Amputees Artificial Limbs Automatic Data Processing - methods Child Classification Classifiers Databases, Factual Effect of mobility Electrodes Electromyography EMG-Pattern recognition Ethics Female Humans Infant Laboratories Limb motion identification Male Mobility Muscle contraction Myoelectricity Pattern recognition Pattern Recognition, Automated - methods Prostheses Prosthetics Upper Extremity Upper-limb prostheses control China Upper-limb prostheses control Amputees EMG-Pattern recognition Limb motion identification Effect of mobility
ISSN:	0010-4825, 1879-0534, 1879-0534
Online Access:	Get full text
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