According to the mechanism of EMG signal, we know that the sacrificial electrical signal is with weak signal, low frequency, alternating, nonlinear and non-stationary characteristics. Nonlinear analysis includes higher order spectral analysis and fractal and chaos analysis.Chaos theory is one of the main parts of nonlinear science, and the electrical signal of the surface has a strong randomness, so we could consider the nonlinear analysis of EMG signals from the perspective of chaos. We mainly studied on the nonlinear analysis algorithm of EMG signal detailedly in this paper. Experiments show that,according to the quantitative analysis of several important parameters of rolling massage with chaos theory, we can measure objectively the action situation of related muscle groups in the operation course, then guide the professional massage students to understand the norms of operation in training of operation and help to lead their manipulation to the best power structure.
목차
Abstract 1. Introduction 2. Nonlinear Index Analysis based on Chaos Theory 2.1. Lyapunov Index 2.2. Correlation Dimension 2.3. Approximate Entropy 3. Result and Analysis 4. Conclusions References
키워드
multi-channel semgChaos theoryMassage technique
저자
Ping Feng [ College of Computer Science and Technology,Changchun University, Changchun, China ]
Xiao-li Wang [ School of Electronic and Information Engineering, Changchun University,Changchun, China ]
Chao Zhang [ Jilin Province Rehabilitation Equipment and Science andTechnology Innovation Center for The Disabled, Changchun, China ]
Wei Sun [ Graduate Department, Changchun University, Changchun, China ]
Dai-min Chen [ Jilin Province Rehabilitation Equipment and Science andTechnology Innovation Center for The Disabled, Changchun, China ]
보안공학연구지원센터(IJUNESST) [Science & Engineering Research Support Center, Republic of Korea(IJUNESST)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of u- and e- Service, Science and Technology
간기
격월간
pISSN
2005-4246
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of u- and e- Service, Science and Technology Vol.9 No.12