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SEMG Feature Extraction Based on Stockwell Transform Improves Hand Movement Recognition Accuracy

Feature extraction, as an important method for extracting useful information from surface electromyography (SEMG), can significantly improve pattern recognition accuracy. Time and frequency analysis methods have been widely used for feature extraction, but these methods analyze SEMG signals only fro...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Sensors (Basel)
Prif Awduron: She, Haotian, Zhu, Jinying, Tian, Ye, Wang, Yanchao, Yokoi, Hiroshi, Huang, Qiang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6832976/
https://ncbi.nlm.nih.gov/pubmed/31615162
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19204457
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