
- English
- ePUB (mobile friendly)
- Available on iOS & Android
About this book
This second edition of Adaptive Filters: Theory and Applications 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. 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.
Key features:
• 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.
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Information
Table of contents
- Cover
- Title Page
- Copyright
- Dedication
- Preface
- Acknowledgments
- 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: IIR 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
- References
- Index