EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction

Nonfiction, Health & Well Being, Medical, Specialties, Orthopedics, Science & Nature, Technology, Engineering
Cover of the book EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Bita Mokhlesabadifarahani, Vinit Kumar Gunjan ISBN: 9789812873200
Publisher: Springer Singapore Publication: February 10, 2015
Imprint: Springer Language: English
Author: Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
ISBN: 9789812873200
Publisher: Springer Singapore
Publication: February 10, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer Singapore

Cover of the book Signal Processing Applications Using Multidimensional Polynomial Splines by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Mechanical Properties and Working of Metals and Alloys by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Reproductive Dilemmas in Metro Manila by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book New Horizons of Process Chemistry by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Information and Communication Technology by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Proust, China and Intertextual Engagement by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book KP Solitons and the Grassmannians by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Health Inequities in India by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book A Tutorial Introduction to VHDL Programming by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Steel Structures Design Based on Eurocode 3 by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book EM Material Characterization Techniques for Metamaterials by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Renewable Energy and the Environment by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Regulation of Inflammatory Signaling in Health and Disease by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Hematological Disorders in Children by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
Cover of the book Pediatric Lens Diseases by Bita Mokhlesabadifarahani, Vinit Kumar Gunjan
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy