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

• Main Authors: Mokhlesabadifarahani, Bita (Author), Gunjan, Vinit Kumar (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2015.
• Series: SpringerBriefs in Applied Sciences and Technology,
• Subjects: Engineering.; Forensic science.; Health informatics.; Orthopedics.; Rehabilitation.; Bioinformatics.; Biomedical engineering.; Biomedical Engineering.; Forensic Science.; Computational Biology/Bioinformatics.; Health Informatics.

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...

Table of Contents:

• Introduction to EMG Technique and Feature Extraction
• Methodology for  working with EMG dataset
• Results
• Conclusions and Inferences of Present Study.