Signal analysis : wavelets, filter banks, time-frequency transforms, and applications /
Mertins, Alfred,
Signal analysis : wavelets, filter banks, time-frequency transforms, and applications / Alfred Mertins. - English revised edition. - xii, 317 pages : illustrations ; 24 cm
Translation of: Signaltheorie.
Includes bibliographical references (pages 299-310) and index.
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. 1. 2. 3. 4. 5. 6. 7. 8. 9.
"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?Lo?ve 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.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."--Publisher description.
0471986267 9780471986263
98049131
Signal processing--Digital techniques.
Wavelets (Mathematics)
Time-series analysis
TK5102.9 / .M4713 1999
621.3822
Signal analysis : wavelets, filter banks, time-frequency transforms, and applications / Alfred Mertins. - English revised edition. - xii, 317 pages : illustrations ; 24 cm
Translation of: Signaltheorie.
Includes bibliographical references (pages 299-310) and index.
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. 1. 2. 3. 4. 5. 6. 7. 8. 9.
"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?Lo?ve 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.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."--Publisher description.
0471986267 9780471986263
98049131
Signal processing--Digital techniques.
Wavelets (Mathematics)
Time-series analysis
TK5102.9 / .M4713 1999
621.3822