Title :
Detection of Muscle Fatigue by the Surface Electromyogram and Its Application
Author :
Sakurai, Takayuki ; Toda, Masashi ; Sakurazawa, Shigeru ; Akita, Junichi ; Kondo, Kazuaki ; Nakamura, Yuichi
Author_Institution :
Syst. Inf. Sci., Future Univ. Hakodete, Hakodate, Japan
Abstract :
The muscle is moved by muscle fiber contraction receiving command from the brain. But, energy that moves muscle is not infinity. If muscle get into energy shortage, no matter how send command from the brain, muscle is not moved. Such a temporary muscular dysfunction is muscle fatigue. If muscle becomes excess fatigue condition, it may decrease work efficiency, or muscle strain. If we are able to measure muscle fatigue objectively, improve work efficiency, or avert muscle strain. Therefore, it is necessity to measure muscle fatigue. It is able to objectively measure with a surface electromyogram (EMG). The feature of muscle fatigue are increase in amplitude and make the transition from high frequency spectrum to low frequency spectrum. We evaluate muscle fatigue Mean Power Frequency (MPF). to evaluates frequency of surface EMG. We assume muscle recovery process is converse phenomenon from muscle fatigue, and it is able to evaluate elevated MPF. The purpose of the present study is to design of system that effective training, or improve work efficiency, or avert muscle strain uses feature of muscular fatigue and muscle recovery process.
Keywords :
electromyography; medical signal processing; muscle; high frequency spectrum; low frequency spectrum; muscle fatigue detection; muscle fatigue mean power frequency; muscle fiber contraction; muscle recovery process; surface electromyogram; temporary muscular dysfunction; Electromyography; Electronic mail; Fatigue; Muscles; Strain; Surface treatment; Training; Mean Power Frequency; muscle fatigue; recovery; surface EMG;
Conference_Titel :
Computer and Information Science (ICIS), 2010 IEEE/ACIS 9th International Conference on
Conference_Location :
Yamagata
Print_ISBN :
978-1-4244-8198-9
DOI :
10.1109/ICIS.2010.130