Advanced Concepts in Adaptive Signal Processing: 365 (The Springer International Series in Engineering and Computer Science) - Softcover

Jenkins, W. Kenneth; Hull, Andrew W.; Strait, Jeffrey C.; Schnaufer, Bernard A.; Xiaohui Li

Softcover

ISBN 10: 1461346592 ISBN 13: 9781461346593

Verlag: Springer, 2012

Inhaltsangabe

Although adaptive filtering and adaptive array processing began with research and development efforts in the late 1950's and early 1960's, it was not until the publication of the pioneering books by Honig and Messerschmitt in 1984 and Widrow and Stearns in 1985 that the field of adaptive signal processing began to emerge as a distinct discipline in its own right. Since 1984 many new books have been published on adaptive signal processing, which serve to define what we will refer to throughout this book as conventional adaptive signal processing. These books deal primarily with basic architectures and algorithms for adaptive filtering and adaptive array processing, with many of them emphasizing practical applications. Most of the existing textbooks on adaptive signal processing focus on finite impulse response (FIR) filter structures that are trained with strategies based on steepest descent optimization, or more precisely, the least mean square (LMS) approximation to steepest descent. While literally hundreds of archival research papers have been published that deal with more advanced adaptive filtering concepts, none of the current books attempt to treat these advanced concepts in a unified framework. The goal of this new book is to present a number of important, but not so well known, topics that currently exist scattered in the research literature. The book also documents some new results that have been conceived and developed through research conducted at the University of Illinois during the past five years.

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Reseña del editor

This book presents a number of important, but not so well-known, topics that currently exist scattered in the research literature. Advanced Concepts in Adaptive Signal Processing is intended to serve practitioners who need to consider using advanced techniques that are not found documented in currently available books. This book can also be used as a text in advanced graduate level courses on special topics. As a work that integrates the major results of four recent PhD dissertations, this book represents many man-years of research efforts. The text is rich with illustrative computer-generated examples, many of which were designed to investigate unknown phenomena, rather than to demonstrate already known principles. Advanced Concepts in Adaptive Signal Processing is written for the reader who is familiar with the conventional field of captive signal processing. A fundamental course from one of the many referenced texts would provide sufficient background. Throughout the book, where it was deemed necessary, certain conventional topics are developed in more detail to provide essential background.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2012
• ISBN 10: 1461346592
• ISBN 13: 9781461346593
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 324
• Kontakt zum Hersteller: Nicht verfügbar