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EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction

Produktform: E-Buch Text Elektronisches Buch in proprietärem

Neuro-muscular and musculoskeletal disorders and injuries highly affect the life style and the motion abilities of an individual. This brief highlights a systematic method for detection of the level of muscle power declining in musculoskeletal and Neuro-muscular disorders. The neuro-fuzzy system is trained with 70 percent of the recorded Electromyography (EMG) cut off window and then used for classification and modeling purposes. The neuro-fuzzy classifier is validated in comparison to some other well-known classifiers in classification of the recorded EMG signals with the three states of contractions corresponding to the extracted features. Different structures of the neuro-fuzzy classifier are also comparatively analyzed to find the optimum structure of the classifier used.weiterlesen

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-9812873200 / 978-9812873200 / 9789812873200

Verlag: Springer Singapore

Erscheinungsdatum: 10.02.2015

Seiten: 35

Autor(en): Vinit Kumar Gunjan, Bita Mokhlesabadifarahani

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