Adaptive Filtering Primer with MATLAB

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Adaptive Filtering Primer with MATLAB

By Alexander D. Poularikas, Zayed M. Ramadan,

Publisher:   CRC
Number Of Pages:   240
Publication Date:   2006-02-14
Sales Rank:   342430
ISBN / ASIN:   0849370434
EAN:   9780849370434
Binding:   Paperback
Manufacturer:   CRC
Studio:   CRC
Average Rating:   5

Becauseof the wide use of adaptive filtering in digital signal processing and,because most of the modern electronic devices include some type of anadaptive filter, a text that brings forth the fundamentals of thisfield was necessary. The material and the principles presented in thisbook are easily accessible to engineers, scientists, and students whowould like to learn the fundamentals of this field and have abackground at the bachelor level. Adaptive Filtering Primer withMATLAB® clearly explains the fundamentals of adaptive filteringsupported by numerous examples and computer simulations. The authorsintroduce discrete-time signal processing, random variables andstochastic processes, the Wiener filter, properties of the errorsurface, the steepest descent method, and the least mean square (LMS)algorithm. They also supply many MATLAB® functions and m-files alongwith computer experiments to illustrate how to apply the concepts toreal-world problems. The book includes problems along with hints,suggestions, and solutions for solving them. An appendix on matrixcomputations completes the self-contained coverage. With applicationsacross a wide range of areas, including radar, communications, control,medical instrumentation, and seismology, Adaptive Filtering Primer withMATLAB® is an ideal companion for quick reference and a perfect,concise introduction to the field.





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