ESTIMATING FATIGUE LEVEL OF FEMORAL AND GASTROCEMIUS MUSCLES BASED ON SURFACE ELECTROMYOGRAPHY IN TIME AND FREQUENCY DOMAIN
- Title
- ESTIMATING FATIGUE LEVEL OF FEMORAL AND GASTROCEMIUS MUSCLES BASED ON SURFACE ELECTROMYOGRAPHY IN TIME AND FREQUENCY DOMAIN
- Author
- 김영범
- Keywords
- Global index map; EMG signal; gastrocnemius; femoral
- Issue Date
- 2018-07
- Publisher
- WORLD SCIENTIFIC PUBL CO PTE LTD
- Citation
- JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, v. 18, no. 5, Article no. 1850042
- Abstract
- This paper presents a new method for estimating muscle fatigue level based on surface electromyography (EMG) of femoral and gastrocnemius muscles during repetitive motions with various load. The relationship between fatigue level and EMG signals was examined through repetitive movements of the femoral and gastrocnemius muscles with the use of leg extension and squat machines. The fatigue level was based on the maximum voluntary contraction (MVC) levels with various loads. The integrated EMG (IEMG) value and the mean frequency value for each load cycle were obtained through the surface EMG signal. This work presents a global EMG index map by using the new analytical technique based on the relationship between the average IEMG and mean power frequency (MPF) values. The proposed method enables simultaneous estimation of muscle fatigue level and force using real-time EMG signals from the femoral and gastrocnemius muscles.
- URI
- https://www.worldscientific.com/doi/abs/10.1142/S0219519418500422https://repository.hanyang.ac.kr/handle/20.500.11754/119317
- ISSN
- 0219-5194; 1793-6810
- DOI
- 10.1142/S0219519418500422
- Appears in Collections:
- COLLEGE OF ENGINEERING[S](공과대학) > MECHANICAL ENGINEERING(기계공학부) > Articles
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