Subject-independent hand gesture recognition using normalization and machine learning algorithms

•Generalizability of subject-independent hand gesture recognition were investigated.•A different strategy to normalize the EMG features was proposed.•Hand gesture recognition accuracy improved significantly using the proposed normalization strategy.•The developed approach of gesture recognition will...

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Veröffentlicht in:	Journal of computational science Jg. 27; S. 69 - 76
Hauptverfasser:	Wahid, Md Ferdous, Tafreshi, Reza, Al-Sowaidi, Mubarak, Langari, Reza
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.07.2018
Schlagworte:	Electromyography Hand gesture Machine learning MYO armband Normalization Pattern recognition Time-domain Time-domain Machine learning Electromyography Normalization Pattern recognition Hand gesture MYO armband
ISSN:	1877-7503, 1877-7511
Online-Zugang:	Volltext
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