Detection of chaos in human fatigue mechanomyogarphy signals

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 4379-4382

  Xie, Hong Bo ^a   Zheng, Yong Ping ^a   Jing Yi, Guo ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; DYNAMICS;

ANALYSIS AND MODELING; BICEPS BRACHII MUSCLE; CHAOTIC CHARACTERS; CORRELATION DIMENSIONS; HIGH-DIMENSIONAL; ISOMETRIC CONTRACTIONS; MAXIMAL VOLUNTARY CONTRACTIONS; VOLTERRA-WIENER-KORENBERG MODEL;

BIOMEDICAL SIGNAL PROCESSING;

EID: 77950972145     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5333485     Document Type: Conference Paper

References (12)

1. M. Paloheimo, "Quantitative surface electromyography (qEMG): applications in anaesthesiology and critical care," Acta Anaesthesiol. Scand. Suppl., vol.93, pp. 1-83, 1990.
2. C. Orizio, "Muscle sound: bases for the introduction of a mechanomyographic signal in muscle studies," Crit. Rev. Biomed. Eng., vol.21, pp. 201-243, 1993.
3. H. Nieminen and E. P. Takala, "Evidence of deterministic chaos in the myoelectric signal," Electromyogr. Clinical. Neurophysiol., vol.36, pp. 49-58, 1996.
4. Y.W. Swie, K. Sakamoto, and Y. Shimizu, "Chaotic analysis of electromyography signal at low back and lower limb muscles during forward bending posture," Electromyogr. Clin. Neurophysiol., vol.45, pp. 329-342, 2005.
5. Y. Itoh, K. Akataki, K. Mita, M. Watakabe, and K. Itoh, "Time-frequency analysis of mechanomyo- gram during sustained contractions with muscle fatigue," Systems and Computers in Japan, vol.35, pp. 26-36, 2004.
6. F. Esposito, C. Orizio, and A. Veicsteinas, "Electromyogram and mechanomyogram changes in fresh and fatigued muscle during sustained contraction in men," European journal of applied physiology and occupational physiology, vol.78, pp. 494-501, 1998.
7. P. Madeleine, H.Y. Ge, A. Jaskólska, D. Farina, A. Jaskólski, and L. Arendt-Nielsen, "Spectral moments of mechanomyographic signals recorded with accelerometer and microphone during sustained fatiguing contractions," Med Biol Eng Comput. vol.44, pp. 290-297, 2006.
8. A. G. Outtenl, S J. Roberts, and M J. Stokes, "Analysis of human muscle activity," IEE Colloquium on Artificial Intelligence Methods for Biomedical Data Processing London. pp. 1-7, 2006.
9. T.W. Beck, V. Tscharner, T.J. Housh, J.T. Cramer, J.P. Weir, M.H. Malek, and M. Mielke, "Time/frequency events of surface mechanomyographic signals resolved by nonlinearly scaled wavelets,". Biomedical Signal Processing and Control, vol.3, pp. 255-266, 2008.
10. M. Barahona and C.S. Poon, "Detection of nonlinear dynamics in short, noisy time series," Nature, vol.381, pp. 215-217, 1996.
11. C.S. Poon and M. Barahona, "Titration of chaos with added noise," Proceedings of the National Academy of Sciences, vol.98, pp. 7107-17012, 2001.
12. D. Yu, M. Small, R.G. Harrison, and C. Diks, "Efficient implementation of the Gaussian kernel algorithm in estimating invariants and noise level from noisy time series data," Phys. Rev. E., vol.61, pp. 3750 -3756, 2000.