Fundamentals of Adaptive Signal Processing
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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.
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.
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
Autor*in
Aurelio Uncini
Themen in »Fundamentals of Adaptive Signal Processing«
Adaptive Filtering Adaptive Signal Processing Array Processing Discrete-Time Circuits Discrete-Time Signals Learning Algorithms Least Squares Method MIMO Adaptive Filteing Recursive Order Algorithms