Time-Frequency Analysis

About this book

Featuring traditional coverage as well as new research results that until now have been scattered throughout the professional literature this book brings togetherin simple languagethe basic ideas and methods that have been developed to study natural and man-made signals whose frequency content changes with timee.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.