Signal Analysis: Wavelets, Filter Banks, Time–Frequency Transforms and Applications

Signal Analysis explores methods that offer an insight into the properties of signals and stochastic processes. This comprehensive and authoritative book provides an introduction to the fundamental theory of signal analysis. It bridges the gap between the basic knowledge in system theory and the specialist knowledge in various fields of signal processing and provides a complete overview of current applications. Features include:Focus on both classical and modern approaches to transforms, such as the Karhunen Loève transform and the discrete Fourier transformEnhancement of the understanding and relation of transform theoryDiscussion of recent and emerging topics, including filter banks with perfect reconstruction time–frequency and wavelets.With its great accuracy and technical merit, Signal Analysis is essential reading for signal processing engineers, researchers, undergraduates, postgraduates and lecturers of electrical and computer engineering.

Spis treści:
Signals and Signal Spaces.
Integral Signal Representations.
Discrete Signal Representations.
Examples of Discrete Transforms.
Transforms and Filters for Stochastic Processes.
Filter Banks.
Short–Time Fourier Analysis.
Wavelet Transform.
Non–Linear Time–Frequency Distributions.
Bibliography.
Index.

Okładka tylna:
Signal Analysis explores methods that offer an insight into the properties of signals and stochastic processes. This comprehensive and authoritative book provides an introduction to the fundamental theory of signal analysis. It bridges the gap between the basic knowledge in system theory and the specialist knowledge in various fields of signal processing and provides a complete overview of current applications. Features include:Focus on both classical and modern approaches to transforms, such as the Karhunen Loève transform and the discrete Fourier transformEnh ancement of the understanding and relation of transform theoryDiscussion of recent and emerging topics, including filter banks with perfect reconstruction time–frequency and wavelets.With its great accuracy and technical merit, Signal Analysis is essential reading for signal processing engineers, researchers, undergraduates, postgraduates and lecturers of electrical and computer engineering.