Adaptive Filtering [electronic resource] : Algorithms and Practical Implementation /

Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms.

Bibliographic Details

Main Authors:	Ramirez, Paulo Sergio. author., SpringerLink (Online service)
Format:	Texto biblioteca
Language:	eng
Published:	Boston, MA : Springer US : Imprint: Springer, 2002
Subjects:	Engineering., Image processing., Electrical engineering., Electronic circuits., Signal, Image and Speech Processing., Circuits and Systems., Electrical Engineering., Image Processing and Computer Vision.,
Online Access:	http://dx.doi.org/10.1007/978-1-4757-3637-3
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