Fundamentals of Adaptive Signal Processing

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Sprache: Englisch

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Beschreibung

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.

Über den Autor

Aurelio Uncini is full Professor at Sapienza University of Rome, Italy, teaching Circuits Theory, Adaptive Algorithm and Parallel Computing, Digital Audio Processing. He is the director of the laboratory of Intelligent Signal Processing and Multimedia (ISPAMM) and co-founder of Cyber Intelligence and Information Security (CIS) research center at Sapienza University of Rome.

Zusammenfassung

Explains the fundamental concepts of adaptive signal processing

Provides robust algorithms and evaluation tools for a wide range of application scenarios

Uses a simple mathematical language but adopts a rigorous approach

Includes detailed appendices, ensuring the text is self-contained

Inhaltsverzeichnis

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.

Details

Erscheinungsjahr:	2016
Fachbereich:	Nachrichtentechnik
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Signals and Communication Technology
Inhalt:	xxv 704 S. 38 s/w Illustr. 242 farbige Illustr. 704 p. 280 illus. 242 illus. in color.
ISBN-13:	9783319353418
ISBN-10:	3319353411
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Uncini, Aurelio
Auflage:	Softcover reprint of the original 1st edition 2015
Hersteller:	Springer Birkhäuser Springer International Publishing AG Signals and Communication Technology
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 40 mm
Von/Mit:	Aurelio Uncini
Erscheinungsdatum:	24.09.2016
Gewicht:	1,089 kg