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
* 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
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Bruce W. Suter received from the University of South Florida the BS and MS degrees in electrical engineering in 1972 and the Ph.D. in computer sciencein 1988. Since 1989, he has been with the Air Force Institute of Technology, where he is a professor in the Department of Electrical and Computer Engineering. He has also been with Honeywell, Inc., Litton Industries, and the University of Alabama at Birmingham. His current research interests include multirate signal processing, wavelet theory, time-frequency analysis, together with applications to special purpose computer architectures and multimedia communications systems.Dr. Suter is a member of Tau Beta Phi, Eta Kappa Nu, and a senior member of IEEE. In addition, he also serves as an Associate Editor of IEEE Transactions on Signal Processing.
One of the most interesting features of wavelet analysis is the computational aspects of the subject. In particular, computation of the discrete wavelet transform is intimately related to filter bank algorithms in subband coding. The subject of multirate wavelet and signal processing is based on filter banks. Multirate techniques are becoming an indispensable tool for solving electrical engineering problems, and the author of this book is an expert in this field.
This is an elementary and self-contained book, written for the general audience of electrical engineers. Applied mathematicians and other engineering professionals will also benefit from learning the powerful tools of multirate for solving various problems in systems design and analysis, data analysis and compression, object identification and classification, etc.
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