Link Download ebook Free: https://ouo.io/OWkAO2 EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction By: Bita Mokhlesabadifarahani; Vinit Kumar Gunjan Publisher: Springer Print ISBN: 9789812873194, 9812873198 eText ISBN: 9789812873200, 9812873201 Copyright year: 2015 Format: EPUB Available from $ 69.99 USD SKU 9789812873200 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.