{"product_id":"emg-signals-characterization-in-three-states-of-contraction-by-fuzzy-network-and-feature-extraction-von-vinit-kumar-gunjan-bita-mokhlesabadifarahani","title":"EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction","description":"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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789812873194\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9789812873194","offer_id":39466757292125,"sku":"9789812873194","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/40856b4a-3b80-4cee-b8e4-79a5f677edde.jpg?v=1775196698","url":"https:\/\/shop.autorenwelt.de\/products\/emg-signals-characterization-in-three-states-of-contraction-by-fuzzy-network-and-feature-extraction-von-vinit-kumar-gunjan-bita-mokhlesabadifarahani","provider":"Autorenwelt Shop","version":"1.0","type":"link"}