Inhaltsangabe
Presenting general principles without bias towards specific application-oriented detail, this text offers a thorough, unified, and in-depth treatment of the techniques of multirate signal processing. KEY TOPICS: It is the first book to cover the topics of digital filter banks, multidimensional multirate systems, and wavelet representations under one cover. MARKET: This manual will be valuable to engineers working with applications of speech and image compression, digital audio, and statistical and adaptive signal processing.
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Multirate signal processing has recently witnessed a great deal of activity, with a wide range of applications in signal coding and compression, in image processing, multiresolution and wavelet analysis. Multirate Systems and Filter Banks is a completely up-to-date and in-depth treatment of the fundamentals as well as recent advancements in this field. This is a self-contained text providing both theoretical developments and design tools.
The book will form a basis for graduate courses in multitrate signal processing. Its encyclopedic nature also makes it a unique reference for researchers. The design methods and examples provide a valuable source of information for the practicing professional.
Contents:
- Review of discrete-time systems and digital filters
- Multirate signal processing fundamentals
- Multirate filter banks and perfect reconstruction systems
- Paraunitary filter banks
- Extended lapped orthogonal transforms
- Roundoff noise analysis
- Wavelet transforms and relation to multirate filter banks
- Multidimensional multirate systems
- Review of multi-input multi-output systems
- Detailed study of paraunitary systems
- Five appendices on topics such as subband quantization, transform coding, spectral factorization, matrix theory, and random processes.
The text contains over 400 illustrations. There are many well-chosen examples and design-examples, and over 300 problems to be solved.
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