SpringerBriefs in Applied Sciences and Technology

Mokhlesabadifarahani, Bita; Gunjan, Vinit Kumar

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.

Details

Published by: Springer

Publication Date: 2015-03-11

Format: Paperback

ISBN-13: 9789812873194

DOI: 10.1007/978-981-287-320-0

Dimensions: 235cm x155cm

Pages: 35