Fundamentals of Adaptive Signal Processing

Specificaties
Gebonden, 704 blz. | Engels
Springer International Publishing | 2015e druk, 2015
ISBN13: 9783319028064
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Springer International Publishing 2015e druk, 2015 9783319028064
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Samenvatting

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.

Specificaties

ISBN13:9783319028064
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:704
Uitgever:Springer International Publishing
Druk:2015

Inhoudsopgave

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.

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        Fundamentals of Adaptive Signal Processing