Multirate systems and filter banks
Multirate systems and filter banks
Efficient implementation of nearly perfect reconstruction FIR cosine-modulated filterbanks
IEEE Transactions on Signal Processing
Embedded image coding using zerotrees of wavelet coefficients
IEEE Transactions on Signal Processing
Implementation of a WAP-based telemedicine system for patient monitoring
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
Entropy-based algorithms for best basis selection
IEEE Transactions on Information Theory - Part 2
A fast windowing-based technique exploiting spline functions for designing modulated filter banks
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Digital recovery of biomedical signals from binary images
Signal Processing
Journal of Mathematical Modelling and Algorithms
Electrocardiogram Signal Compression Using Beta Wavelets
Journal of Mathematical Modelling and Algorithms
Beta wavelet based ECG signal compression using lossless encoding with modified thresholding
Computers and Electrical Engineering
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In this work, two ECG compression schemes are presented using two types of filter banks to decompose the incoming signal: wavelet packets (WP) and nearly-perfect reconstruction cosine modulated filter banks. The conventional embedded zerotree wavelet (EZW) algorithm takes advantage of the hierarchical relationship among subband coefficients of the pyramidal wavelet decomposition. Nevertheless, it performs worse when used with WP as the hierarchy becomes more complex. In order to address this problem, we propose a new technique that considers no relationship among coefficients, and is therefore suitable for use with WP. Furthermore, this new approximation makes it possible to apply the quantization method to M-channel maximally decimated filter banks. In this fashion, the proposed algorithm provides two efficient and effective ECG compressors that show better ECG compression performance than the conventional EZW algorithm.