Multirate Systems and Filter Banks (Prentice-Hall Series in Signal Processing)

 
9780136057185: Multirate Systems and Filter Banks (Prentice-Hall Series in Signal Processing)

Presenting general principles without bias toward specific application-oriented detail, this text offers a thorough, unified and in-depth treatment of the techniques of multirate signal processing.

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60571-7

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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