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 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.

Fundamentals of Adaptive Signal Processing / Uncini, Aurelio. - STAMPA. - (2015), pp. 1-704. [10.1007/978-3-319-02807-1]

Fundamentals of Adaptive Signal Processing

UNCINI, Aurelio
2015

Abstract

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 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.
2015
978-3-319-02806-4
978-3-319-02807-1
Adaptive Filtering - Adaptive Signal Processing - Array Processing - Discrete-Time Circuits - Discrete-Time Signals - Learning Algorithms - Least Squares Method - MIMO Adaptive Filteing - Recursive Order Algorithms
03 Monografia::03a Saggio, Trattato Scientifico
Fundamentals of Adaptive Signal Processing / Uncini, Aurelio. - STAMPA. - (2015), pp. 1-704. [10.1007/978-3-319-02807-1]
File allegati a questo prodotto
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/560139
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact