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EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction (SpringerBriefs in Applied Sciences and Technology)

Bita Mokhlesabadifarahani, Vinit Kumar Gunjan




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 | #1201314 in Books |  Vinit Kumar Gunjan Bita Farahani |  2015-02-11 |  2015-02-12 | Original language:English | PDF # 1 |  9.25 x.13 x6.10l,.0 | File type: PDF | 35 pages

 | EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction SpringerBriefs in Applied Sciences and Technology

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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 i...

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