Time Frequency and Wavelets in Biomedical Signal ProcessingMetin Akay Biomedical Engineering Time Frequency and Wavelets in Biomedical Signal Processing IEEE Press Series in Biomedical Engineering Metin Akay, Series Editor Endorsed by the IEEE Engineering in Medicine and Biology Society Brimming with top articles from experts in signal processing and biomedical engineering, Time Frequency and Wavelets in Biomedical Signal Processing introduces time-frequency, time-scale, wavelet transform methods, and their applications in biomedical signal processing. This edited volume incorporates the most recent developments in the field to illustrate thoroughly how the use of these time-frequency methods is currently improving the quality of medical diagnosis, including technologies for assessing pulmonary and respiratory conditions, EEGs, hearing aids, MRIs, mammograms, X rays, evoked potential signals analysis, neural networks applications, among other topics. Time Frequency and Wavelets in Biomedical Signal Processing will be of particular interest to signal processing engineers, biomedical engineers, and medical researchers. Topics covered include:
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Contents
PARTI TIMEFREQUENCY ANALYSIS METHODS WITH BIOMEDICAL | 1 |
Biological Applications and Interpretations of TimeFrequency | 45 |
References | 69 |
Copyright | |
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Common terms and phrases
Acoust adaptive adaptive filtering algorithm amplitude applications approximation bases best basis components compression computed continuous wavelet transform cross-terms Daubechies decomposition defined denoise detection discrete dyadic wavelet discrete wavelet transform distribution dyadic wavelet transform edges encoding enhancement estimate Figure filter bank Fourier transform frequency domain frequency resolution Gaussian heart sound hexagonal IEEE IEEE Trans implementation input inverse iterations kernel linear low-pass mammograms matrix method microcalcifications Morlet wavelet multiresolution noise nonstationary signals obtained optimal orthonormal parameters performance problem quadrature mirror filters Radon transform reconstruction region sampling sequence short-time Fourier transform shown in Fig signal analysis Signal Proc Signal Processing spectral spectrogram spectrum speech STFT subband techniques threshold time-frequency plane time-frequency representation tion transient values vector waveform wavelet analysis wavelet basis wavelet coefficients wavelet frames wavelet packets Wigner window zero
References to this book
Signal Analysis: Time, Frequency, Scale, and Structure Ronald L. Allen,Duncan Mills Limited preview - 2004 |
Applications in Time-Frequency Signal Processing Antonia Papandreou-Suppappola No preview available - 2018 |