John Wiley & Sons | 2013 | ISBN: 1119979544 9781119979548 9781118591352 | 802 pages | PDF | 8 MB
The book offers an easy to understand approach to the theory and application of adaptive filters by clearly illustrating how the theory explained in the early chapters of the book is modified for the various applications discussed in detail in later chapters. This integrated approach makes the book a valuable resource for graduate students; and the inclusion of more advanced applications including antenna arrays and wireless communications makes it a suitable technical reference for engineers, practitioners and researchers.
This edition has been updated throughout to reflect the latest developments in this field; notably an increased coverage given to the practical applications of the theory to illustrate the much broader range of adaptive filters applications developed in recent years.
• Offers a thorough treatment of the theory of adaptive signal processing; incorporating new material on transform domain, frequency domain, subband adaptive filters, acoustic echo cancellation and active noise control.
• Provides an in-depth study of applications which now includes extensive coverage of OFDM, MIMO and smart antennas.
• Contains exercises and computer simulation problems at the end of each chapter.
• Includes a new companion website hosting MATLAB® simulation programs which complement the theoretical analyses, enabling the reader to gain an in-depth understanding of the behaviours and properties of the various adaptive algorithms.
Chapter 1 Introduction
Chapter 2 Discrete-Time Signals and Systems
Chapter 3 Wiener Filters
Chapter 4 Eigenanalysis and Performance Surface
Chapter 5 Search Methods
Chapter 6 LMS Algorithm
Chapter 7 Transform Domain Adaptive Filters
Chapter 8 Block Implementation of Adaptive Filters
Chapter 9 Subband Adaptive Filters
Chapter 10 HR Adaptive Filters
Chapter 11 Lattice Filters
Chapter 12 Method of Least-Squares
Chapter 13 Fast RLS Algorithms
Chapter 14 Tracking
Chapter 15 Echo Cancellation
Chapter 16 Active Noise Control
Chapter 17 Synchronization and Equalization in Data Transmission Systems
Chapter 18 Sensor Array Processing
Chapter 19 Code Division Multiple Access Systems
Chapter 20 OFDM and MIMO Communications