EMG signal decomposition by loopy belief propagation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn V, Issue , 2005, Pages

  Koch, Volker M ^a   Loeliger, Hans Andrea ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

EMG signals; Factor graphs; Loopy belief propagation; Signal decomposition; Superposition

Indexed keywords

COMPUTER GRAPHICS; COMPUTER SIMULATION; MATHEMATICAL MODELS; SIGNAL PROCESSING;

EMG SIGNALS; FACTOR GRAPHS; LOOPY BELIEF PROPAGATION; SIGNAL DECOMPOSITION;

ELECTROMYOGRAPHY;

EID: 33646802328     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1416324     Document Type: Conference Paper

References (6)

1. D. Zennaro, P. Wellig, V. M. Koch, G. S. Moschytz, and Th. Läubli, "A software package for the decomposition of long-term multichannel EMG signals using wavelet coefficients," IEEE Trans. on Biomedical Engineering, vol. 50, no. 1, pp. 58-69, January 2003.
2. D. Stashuk, "EMG signal decomposition: how can it be accomplished and used?," Journal of Electromyography & Kinesiology, vol. 11, no. 3, pp. 151-173, 2001.
3. K. C. McGill, "Optimal resolution of superimposed action potentials," IEEE Trans. on Biomedical Engineering, vol. 49, no. 8, pp. 640-650, July 2002.
4. H.-A. Loeliger, J. Dauwels, V. M. Koch, and S. Korl, "Signal processing with factor graphs: examples," in First International Symposium on Control, Communications and Signal Processing (ISCCSP 2004), Hammamet, Tunisia, March 21-24 2004.
5. V. M. Koch and H.-A. Loeliger, "Decomposition of electromyographic signals by iterative message passing in a graphical model," in 26th Annual International Conference Engineering in Medicine and Biology Society (EMBC 2004), San Francisco, California, U.S.A., September 1-5 2004.
6. H.-A. Loeliger, "An introduction to factor graphs," IEEE Signal Proc. Mag., vol. 21, no. 1, pp. 28-41, January 2004.