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

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 ... Read More

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. Read Less

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  	This is a digital edition of this title. Rent eBook (5 Options) 30 Day Rental: $16.50 (Expires Jul 28, 2024) 60 Day Rental: $22.00 (Expires Aug 27, 2024) 90 Day Rental: $27.50 (Expires Sep 26, 2024) 120 Day Rental: $33.00 (Expires Oct 26, 2024) 180 Day Rental: $35.75 (Expires Dec 25, 2024) Buy eBook Lifetime Access: $54.99 Title: Emg Signals Characterization in Three States of Contraction By Fuzzy Network and Feature Extraction by Bita Mokhlesabadifarahani; Vinit Kumar Gunjan Publisher: Springer Nature Print ISBN: 9789812873194, 9812873198 eText ISBN: 9789812873200 Edition: 2015 2015 edition Format: EPUB eBook	$16.50 Rent eBook This is a digital eBook Nothing will be shipped to you Works with web browsers and the VitalSource app on all Windows, Mac, Chromebook, Kindle Fire, iOS, and Android devices Most eBooks are returnable within 14 days of purchase Questions? See our eBook FAQ