DocumentCode
624798
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
fYear
2013
fDate
April 29 2013-May 4 2013
Firstpage
1
Lastpage
6
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Health Care Exchanges (PAHCE), 2013 Pan American
Conference_Location
Medellin
ISSN
2327-8161
Print_ISBN
978-1-4673-6254-2
Type
conf
DOI
10.1109/PAHCE.2013.6568316
Filename
6568316
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