Description

This innovative and in-depth book integrates the well-developed theory and practical applications of one dimensional and multidimensional multirate signal processing. Using a rigorous mathematical framework, it carefully examines the fundamentals of this rapidly growing field. Areas covered include: basic building blocks of multirate signal processing; fundamentals of multidimensional multirate signal processing; multirate filter banks; lossless lattice structures; introduction to wavelet signal processing. Multirate and Wavelet Signal Processing forms the basis for a graduate course in multirate signal processing. It includes an introduction to wavelet signal processing and emphasizes topics of ever-increasing importance for a wide range of applications. Concise and easy-to-read, this book is also a useful primer for professional engineers.

Key Features

@introbul:Key Features @bul:* Integrates the well-developed theory and practical applications of one-dimensional and multidimensional multirate signal processing * Emphasizes topics of ever-increasing importance for a wide range of applications * Written in a concise, easy-to-read style * Uses relevant examples * General mathematical formulation permits extensions of concepts to diverse applications, such as speech, imaging, video, and synthetic aperture radar * Emphasizes key topics of the field, allowing the reader to make the most efficient use of time in learning the fundamentals of multirate * Designed to be completely covered in a single semester or quarter

Readership

Research and graduate students in Electrical Engineering and Applied Mathematics. Practicing engineers and designers.

Table of Contents

Fundamentals of Multirate: Introduction. Foundations of Multirate. Basic Building Blocks. Interchanging Basic Building Blocks. A Filter Bank Example. Problems. Multidimensional Multirate: Introduction. Multidimensional Framework. Multidimensional Building Blocks. Interchanging Building Blocks. Problems. Multirate Filter Banks: Introduction. Quadrature Mirror Filter Banks. Foundations of Filter Banks. Filter Banks for Spectral Analysis. Multidimensional QMF Banks. Problems. Lattice Structures: Introduction. Framework for Lattice Structures. Structures for Lossless Systems. Problems. Fundamentals of Wavelets: Introduction. Wavelet Transform. Multiresolution Analysis. Problems. Bibliography. Index.

Details

No. of pages:
199
Language:
English
Copyright:
© 1998
Published:
Imprint:
Academic Press
Print ISBN:
9780126775600
Electronic ISBN:
9780080512280

Reviews

@qu:"An elementary discussion presenting a theoretical foundation by emphasizing general principles, accessible to electrical engineers and others with some prior exposure to linear algebra, multi-dimensional signal processing, and filter banks. Covers both basic and multi-dimensional multirate processing, filter banks, lattice structures, and wavelet signal processing. Includes problems for each chapter." @source:--REFERENCE & RESEARCH BOOK NEWS