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Fundamentals of adaptive signal processing

Record Type:	Electronic resources : Monograph/item
Title/Author:	Fundamentals of adaptive signal processingby Aurelio Uncini.
Author:	Uncini, Aurelio.
Published:	Cham :Springer International Publishing :2015.
Description:	xxv, 704 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Adaptive signal processing.
Online resource:	http://dx.doi.org/10.1007/978-3-319-02807-1
ISBN:	9783319028071 (electronic bk.)

Fundamentals of adaptive signal processing
Uncini, Aurelio.

Fundamentals of adaptive signal processing[electronic resource] /by Aurelio Uncini. - Cham :Springer International Publishing :2015. - xxv, 704 p. :ill. (some col.), digital ;24 cm. - Signals and communication technology,1860-4862. - Signals and communication technology..

Discrete-Time Signals and Circuits Fundamentals -- Introduction to Adaptive Signal Processing -- Optimal Linear Filter Theory -- Least Squares Method -- First Order Adaptive Algorithms -- Second Order Adaptive Algorithms -- Block and Transform Domain Algorithms -- Linear Prediction and Recursive Order Algorithms -- Discrete Space-Time Filtering.

This book is an accessible guide to adaptive signal processing methods that equips the reader with advanced theoretical and practical tools for the study and development of circuit structures and provides robust algorithms relevant to a wide variety of application scenarios. Examples include multimodal and multimedia communications, the biological and biomedical fields, economic models, environmental sciences, acoustics, telecommunications, remote sensing, monitoring, and, in general, the modeling and prediction of complex physical phenomena. The reader will learn not only how to design and implement the algorithms but also how to evaluate their performance for specific applications utilizing the tools provided. While using a simple mathematical language, the employed approach is very rigorous. The text will be of value both for research purposes and for courses of study.

ISBN: 9783319028071 (electronic bk.)

Standard No.: 10.1007/978-3-319-02807-1doiSubjects--Topical Terms:

184676
Adaptive signal processing.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.3822

Fundamentals of adaptive signal processing
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245 1 0 $a Fundamentals of adaptive signal processing $h [electronic resource] / $c by Aurelio Uncini.
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300 $a xxv, 704 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Signals and communication technology, $x 1860-4862
505 0 $a Discrete-Time Signals and Circuits Fundamentals -- Introduction to Adaptive Signal Processing -- Optimal Linear Filter Theory -- Least Squares Method -- First Order Adaptive Algorithms -- Second Order Adaptive Algorithms -- Block and Transform Domain Algorithms -- Linear Prediction and Recursive Order Algorithms -- Discrete Space-Time Filtering.
520 $a This book is an accessible guide to adaptive signal processing methods that equips the reader with advanced theoretical and practical tools for the study and development of circuit structures and provides robust algorithms relevant to a wide variety of application scenarios. Examples include multimodal and multimedia communications, the biological and biomedical fields, economic models, environmental sciences, acoustics, telecommunications, remote sensing, monitoring, and, in general, the modeling and prediction of complex physical phenomena. The reader will learn not only how to design and implement the algorithms but also how to evaluate their performance for specific applications utilizing the tools provided. While using a simple mathematical language, the employed approach is very rigorous. The text will be of value both for research purposes and for courses of study.
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