Time-Frequency Analysis

by Leon Cohen

Featuring traditional coverage as well as new research results that, until now, have been scattered throughout the professional literature, this book brings together—in simple language—the basic ideas and methods that have been developed to study natural and man-made signals whose frequency content changes with time—e.g., speech, sonar and radar, optical images, mechanical vibrations, acoustic signals, biological/biomedical and geophysical signals. Covers time analysis, frequency analysis, and scale analysis; time-bandwidth relations; instantaneous frequency; densities and local quantities; the short time Fourier Transform; time-frequency analysis; the Wigner representation; 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 have been extended to other variables, such as scale. For engineers, acoustic scientists, medical scientists and developers, mathematicians, physicists, and mangers working in the fields of acoustics, sonar, radar, image processing, biomedical devices, communication.

320 pages, Paperback

First published December 11, 1994

Reviews

[Keith Shannon · Rating 5 out of 5]

Very readable intro to the field. I picked it up too early my first time around but once understood it is indispensable.

[Mike · Rating 5 out of 5]

um. Not sure who has the nerve to give this 2 or less stars. Dr. Cohen put time-frequency analysis on the map in engineering circles and did so with panache. This is a great book. Unfortunately only the continuous time case is made- the continuous scale transform described in the book begs to be properly quantized.

[Matthew · Rating 5 out of 5]

A classic. If you know nothing of time/frequency analysis, this is a very readable introduction to the field.