EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction (Instant Digital Access Code Only)

Edition : 1st, 2015
Author(s) : Bita Mokhlesabadifarahani; Vinit Kumar Gunjan

EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction (Instant Digital Access Code Only)
- ISBN: 9789812873194
- SKU: 259511V
- Format: VitalSource eBook/ePub
$60.49

List Price: $68.74

Digital Product FAQs
- Instant Access!

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.