Title :
Effect of the amount of sub-bands in the performance of discrete wavelet transform based dynamic S-EMG signals encoder
Author :
Trabuco, M.H. ; Costa, M.V.C. ; Nascimento, F. A. de O.
Author_Institution :
Dept. de Eng. Eletr., Univ. de Brasilia, Brasilia, Brazil
Abstract :
This paper evaluates the effect of varying the number of bit allocation sub-bands that segment the transformed wavelet spectrum in an eletromyographic signal encoder. This study investigates the optimal number of sub-bands in the segmented wavelets transform spectrum, which is used in the quantizing algorithm. The criteria of objective evaluation is based on percent residual difference (PRD) and compression factor (CF). In the computational simulations, were implemented and compared two methods of allocating bits: linear decreasing spectral shape and hyperbolic tangent decreasing spectral shape.
Keywords :
data compression; discrete wavelet transforms; electromyography; encoding; medical signal processing; CF; PRD; bit allocation sub-band number; compression factor; computational simulations; discrete wavelet transform; dynamic S-EMG signal encoder; eletromyographic signal encoder; hyperbolic tangent decreasing spectral shape; linear decreasing spectral shape; objective evaluation criteria; percent residual difference; quantizing algorithm; segmented wavelet transform spectrum; sub-band optimal number; transformed wavelet spectrum; Acoustics; Conferences; Couplings; IEEE catalog; Medical services; Speech; Wavelet transforms; Data compression; Discrete Wavelet Transform; Dynamic Protocol; Surface Electromyographic Signals;
Conference_Titel :
Health Care Exchanges (PAHCE), 2014 Pan American
Conference_Location :
Brasilia
Print_ISBN :
978-1-4799-3554-3
DOI :
10.1109/PAHCE.2014.6849642