Title :
Blind separation of surface EMG signals
Author :
Vuskovic, M.I. ; Li, X.
Author_Institution :
Robotics & Intelligent Syst. Lab., San Diego State Univ., CA, USA
fDate :
31 Oct-3 Nov 1996
Abstract :
Multiple site measurements with surface EMG electrodes can produce a significant amount of cross-talk, which depends on electrode placement. The “blind separation” techniques can be used to reduce that cross-talk. However the conventional techniques are not very effective if the media causes latencies in signal propagation, which is the case of myoelectric potentials. The algorithm proposed here takes into account the latencies of the media and uses FIR decorrelators which significantly reduce the unwanted cross-talk
Keywords :
electromyography; medical signal processing; FIR decorrelators; blind separation; electrode placement; multiple site measurements; signal propagation latencies; surface EMG signals; unwanted cross-talk; Apertures; Delay; Electromyography; Engineering in Medicine and Biology Society; Fingers; Finite impulse response filter; Muscles; Polynomials; Signal generators; Testing;
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
DOI :
10.1109/IEMBS.1996.647513