Title :
Compression of S-EMG signals by transforms and spectral profile for bit allocation
Author :
Trabuco, M.H. ; Costa, M.V.C. ; Schwartz, F.P. ; de O Nascimento, F.A.
Author_Institution :
Dept. de Eng. Eletr., Univ. de Brasilia, Brasilia, Brazil
fDate :
April 29 2013-May 4 2013
Abstract :
In this paper, an S-EMG signal encoder based on wavelet transform and bit allocation for sub-bands is presented. Were implemented and compared two methods of allocating bits: linear decreasing spectral profile and hyperbolic tangent decreasing spectral profile. Comparisons with other encoders in the literature are shown. In the development of the encoder, always sought to maximum compression, but without loss of fidelity of the reconstructed signal, a fundamental characteristic of the analysis of electromyographic signals. Developed algorithm showed very satisfactory and promising results.
Keywords :
electromyography; hyperbolic equations; medical signal processing; signal reconstruction; wavelet transforms; S-EMG signal compression; S-EMG signal encoder; S-EMG signal reconstraction; bit allocation; hyperbolic tangent; linear decreasing spectral profile; surface electromyographic signal; wavelet transform spectral profile; Computational modeling; Conferences; Couplings; Discrete wavelet transforms; IEEE catalog; Medical services; Data compression; discrete wavelet transform; surface electromyographic signal;
Conference_Titel :
Health Care Exchanges (PAHCE), 2013 Pan American
Conference_Location :
Medellin
Print_ISBN :
978-1-4673-6254-2
DOI :
10.1109/PAHCE.2013.6568316