Adaptive Filters
eBook - ePub

Adaptive Filters

Theory and Applications

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Adaptive Filters

Theory and Applications

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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Yes, you can access Adaptive Filters by Behrouz Farhang-Boroujeny in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Dedication
  5. Preface
  6. Acknowledgments
  7. Chapter 1: Introduction
  8. Chapter 2: Discrete-Time Signals and Systems
  9. Chapter 3: Wiener Filters
  10. Chapter 4: Eigenanalysis and Performance Surface
  11. Chapter 5: Search Methods
  12. Chapter 6: LMS Algorithm
  13. Chapter 7: Transform Domain Adaptive Filters
  14. Chapter 8: Block Implementation of Adaptive Filters
  15. Chapter 9: Subband Adaptive Filters
  16. Chapter 10: IIR Adaptive Filters
  17. Chapter 11: Lattice Filters
  18. Chapter 12: Method of Least-Squares
  19. Chapter 13: Fast RLS Algorithms
  20. Chapter 14: Tracking
  21. Chapter 15: Echo Cancellation
  22. Chapter 16: Active Noise Control
  23. Chapter 17: Synchronization and Equalization in Data Transmission Systems
  24. Chapter 18: Sensor Array Processing
  25. Chapter 19: Code Division Multiple Access Systems
  26. Chapter 20: OFDM and MIMO Communications
  27. References
  28. Index