Optimal and Adaptive Signal Processing

Optimal and Adaptive Signal Processing

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Optimal and Adaptive Signal Processing covers the theory of optimal and adaptive signal processing using examples and computer simulations drawn from a wide range of applications, including speech and audio, communications, reflection seismology and sonar systems. The material is presented without a heavy reliance on mathematics and focuses on one-dimensional and array processing results, as well as a wide range of adaptive filter algorithms and implementations. Topics discussed include random signals and optimal processing, adaptive signal processing with the LMS algorithm, applications of adaptive filtering, algorithms and structures for adaptive filtering, spectral analysis, and array signal processing. Optimal and Adaptive Signal Processing is a valuable guide for scientists and engineers, as well as an excellent text for senior undergraduate/graduate level students in electrical engineering.Adaptive Signal Processing: Algorithms and Structures 275 6.1 General Remarks 275 6.2 LMS Variants 278 6.2.1 ... Filter (FDAF) 348 6.6.2 Fast LMS Algorithm 355 6.7 Applications Revisited S58 6.7.1 Adaptive Differential Pulse Codeanbsp;...

Title:Optimal and Adaptive Signal Processing
Author:Peter M. Clarkson
Publisher:CRC Press - 1993-02-10


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