{"product_id":"emg-signals-characterization-in-three-states-of-contraction-by-fuzzy-network-and-feature-extraction-9789812873194","title":"EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eNeuro-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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eIntroduction to EMG Technique and Feature Extraction\u003c\/b\u003e.- \u003cb\u003eMethodology for  working with EMG dataset\u003c\/b\u003e.- \u003cb\u003eResults\u003c\/b\u003e.- \u003cb\u003eConclusions and Inferences of Present Study.\u003c\/b\u003e","brand":"Springer Verlag, Singapore","offers":[{"title":"Default Title","offer_id":52151643341143,"sku":"9789812873194","price":999.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9789812873194.jpg?v=1762961684","url":"https:\/\/bookcurl.com\/products\/emg-signals-characterization-in-three-states-of-contraction-by-fuzzy-network-and-feature-extraction-9789812873194","provider":"Book Curl","version":"1.0","type":"link"}