Assessment muscle fatigue using statistical study and classification: A review

Muscle fatigue is very common muscle condition has been experienced. Different types of myograms have been used to assess muscle fatigue and there are Electromyogram, Mechanomyogram and Acoustic myogram. Each myogram has its own advantages in assessing muscle fatigue. Therefore, suitable features ar...

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Bibliographic Details
Published in2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE) pp. 206 - 211
Main Authors Sarillee, Mohamed, Hariharan, M., Anas, M. N., Omar, M. I., Aishah, M. N., Oung, Q. W.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2015
Subjects
AMG
Electromyography
EMG
Fatigue
Force
Indexes
MMG
Muscle fatigue
Muscles
Sociology
Statistical analysis
Statistics
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Summary:Muscle fatigue is very common muscle condition has been experienced. Different types of myograms have been used to assess muscle fatigue and there are Electromyogram, Mechanomyogram and Acoustic myogram. Each myogram has its own advantages in assessing muscle fatigue. Therefore, suitable features are needed to assess muscle fatigue. This review discusses the on statistical analysis and classification result of the myograms features that have been applied. Towards the end of the paper, challenges and future trends are discussed.
DOI:10.1109/ICCSCE.2015.7482185