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Signal Analysis
Wavelets, Filters Banks, Time-Frequency Transforms and Applications
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Alfred Mertins, University of Wollongong, Australia
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0471 98626 7
January 1999
Hardback
330pp
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A comprehensive and authoritative book, Signal Analysis explores methods that offer an insight into the properties of
signals and stochastic processes. Providing a complete 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. This approach presents a thorough overview of current applications.
- Focuses on both classical and modern approaches to transforms, such as the Karthunen-Loève transform and the discrete Fourier transform
- Enhances the understanding and relation of transform theory
- Discusses recent and emerging topics, including filter banks with perfect reconstruction time-frequency and wavelets
Contents:
- 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
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