Statistics, Signal Processing - General & Miscellaneous, Waves & Wave Mechanics, DSPs, Mathematics - Applied
Signal Analysis: Wavelets, Filter Banks, Time-Frequency Transforms and Applications
Alfred Mertins, Mertins, Dr Alfred Mertins
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Overview
Signal analysis gives an insight into the properties of signals and stochastic processes by methodology. Linear transforms are integral to the continuing growth of signal processes as they characterize and classify signals. In particular, those transforms that provide time-frequency signal analysis are attracting greater numbers of researchers and are becoming an area of considerable importance. The key characteristic of these transforms, along with a certain time-frequency localization called the wavelet transform and various types of multirate filter banks, is their high computational efficiency. It is this computational efficiently which accounts for their increased application. This book provides a complete overview and introduction to signal analysis. It presents classical and modern signal analysis methods in a sequential structure starting with the background to signal theory. Progressing through the book the author introduces more advanced topics in an easy to understand style. Including recent and emerging topics such as filter banks with perfect reconstruction, time frequency and wavelets. With great accuracy and technical merit, this book makes a useful and original contribution to the current literature.Synopsis
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-Loeve transform and the discrete Fourier transform
- Enhancement of the understanding and relation of transform theory
- Discussion of recent and emerging topics, including filter banks with perfect reconstruction time-frequency and wavelets.
Book Details
Published
March 1, 1999
Publisher
Wiley, John & Sons, Incorporated
Pages
330
Format
Hardcover
ISBN
9780471986263