{"product_id":"emg-signals-characterization-in-three-st","title":"Emg Signals Characterization In Three St","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.","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57311904825726,"sku":"NW9789812873194","price":41.95,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9789812873194.jpg?v=1778585383","url":"https:\/\/mediaplace.com\/en-eu\/products\/emg-signals-characterization-in-three-st","provider":"MediaPlace","version":"1.0","type":"link"}