Mathematical Methods and Algorithms for Signal Processing
| Author | : | |
| Rating | : | 4.18 (630 Votes) |
| Asin | : | 0201361868 |
| Format Type | : | paperback |
| Number of Pages | : | 937 Pages |
| Publish Date | : | 2016-05-06 |
| Language | : | English |
DESCRIPTION:
MOON is currently with the Electrical and Computer Engineering department at Utah State University, where he has taught widely in the area of signals and systems, including signal processing, communications, controls, and information theory. His research interests include decision theory, control theory, estimation theory, and stochastic processes. (now TRW), and Autonetics. in electrical engineering from Stanford Un
Mathematical Methods and Algorithms for Signal Processing tackles the challenge of providing readers and practitioners with the broad tools of mathematics employed in modern signal processing. Interesting modern topics not available in many other signal processing books; such as the EM algorithm, blind source operation, projection on convex sets, etc., in addition to many more conventional topics such as spectrum estimation, adaptive filtering, etc. For those interested in signal processing.. Building from an assumed background in signals and stochastic processes, the book provides a solid foundation in analysis, linear algebra, optimization, and statistical signal processing
Methods presented include projection on convex sets, composite mapping, the EM algorithm, conjugate gradient, and methods of matrix inverse computation using iterative methods.Detection and estimation are presented with several applications, including spectrum estimation, phase estimation, and multidimensional digital communications.Optimization is a key concept in signal processing, and examples of optimization, both unconstrained and constrained, appear throughout the text. On the other hand, more advanced texts typically develop mathematical tools that are specific to a narrow aspect of signal processing, while perhaps missing connections betwe
JDice said The Softcover did not have the CD that the book. The Softcover did not have the CD that the book talks about. I haven't found it be anything more than an occasional reference book. The errata runs to 42 pages Amazon Customer DSP involves a lot of maths. This volume brings together all the necessary foundations in one place. A good book to have in your library.Beware though of the numerous typos. The errata runs to 42 pagesBuy the second edition not this one.That is why I gav. Ben said Has potential, but way too many typos and errors. This is a very unique book. It presents a range of material relevant to dsp and communications that you will not likely find together in any other book. I think the proofs and explanations are pretty clear, and the book is very readable. Although my math