Time Frequency Analysis: Theory and Applications Review

Time Frequency Analysis: Theory and Applications
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This book is written clearly and well by a leading researcher in the area of time-frequency analysis. The main weakness, and the reason I've knocked off one star, is that the book deals exclusively with continuous-time representations. If you are specifically interested in discrete-time implementation of time-frequency representations, then this book may not be for you.

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Featuring traditional coverage as well as newresearch results that, until now, have been scattered throughout theprofessional literature, this book brings together—in simple language—thebasic ideas and methods that have been developed to study naturaland man-made signals whose frequency content changes with time—e.g.,speech, sonar and radar, optical images, mechanical vibrations, acousticsignals, biological/biomedical and geophysical signals. Coverstime analysis, frequency analysis, and scale analysis; time-bandwidthrelations; instantaneous frequency; densities and local quantities;the short time Fourier Transform; time-frequency analysis; the Wignerrepresentation; time-frequency representations; computation methods;the synthesis problem; spatial-spatial/frequency representations;time-scale representations; operators; general joint representations;stochastic signals; and higher order time-frequency distributions.Illustrates each concept with examples and shows how the methods havebeen extended to other variables, such as scale. Forengineers, acoustic scientists, medical scientists and developers,mathematicians, physicists, and mangers working in the fields of acoustics,sonar, radar, image processing, biomedical devices, communication.

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