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Optimal and Adaptive Signal Processing de Peter M. Clarkson

Optimal and Adaptive Signal Processing: Electronic Engineering Systems

Autor Peter M. Clarkson
en Limba Engleză Paperback – 2 dec 2019
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.
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Specificații

ISBN-13: 9780367450076
ISBN-10: 0367450070
Pagini: 560
Dimensiuni: 156 x 234 x 28 mm
Greutate: 0.76 kg
Ediția:1
Editura: CRC Press
Colecția Routledge
Seria Electronic Engineering Systems

Public țintă

Academic and Professional Practice & Development

Cuprins

Introduction. Random Signal Analysis. Optimal Signal Processing. Introduction to Adaptive Signal Processing. Applications of Adaptive Filtering. Adaptive Signal Processing: Algorithms and Structures. Methods of Spectral Estimation. Index.

Descriere

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.