Theory And Design Of Adaptive Filters
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Author | : John R. Treichler |
Publisher | : Pearson Education |
Total Pages | : 376 |
Release | : 2001 |
Genre | : Computers |
ISBN | : |
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Rather than superficially examining an extensive list of possible applications benefiting from adaptive filter use, the authors examine four such problems in detail and review the common attributes that are shared with many other applications of adaptive filtering.The authors develop the basic rules and algorithms for filter performance and provide tools for design, along with an appreciation of the complexity of behavioral analysis. Derivations and convergence discussions are kept to a basic level. The presentation focuses on a few principles and applies them to a series of motivating examples, that include in-depth discussion of implementation aspects for filter design not found in other books.Serves as a valuable reference for practicing engineers.
Author | : Treichler Johnson Jr. & Larimore |
Publisher | : |
Total Pages | : 364 |
Release | : |
Genre | : |
ISBN | : 9788120321663 |
Download Theory And Design Of Adaptive Filters Book in PDF, Epub and Kindle
Author | : Behrouz Farhang-Boroujeny |
Publisher | : John Wiley & Sons |
Total Pages | : 800 |
Release | : 2013-04-02 |
Genre | : Technology & Engineering |
ISBN | : 111859133X |
Download Adaptive Filters Book in PDF, Epub and Kindle
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.
Author | : Kong-Aik Lee |
Publisher | : John Wiley & Sons |
Total Pages | : 344 |
Release | : 2009-07-06 |
Genre | : Science |
ISBN | : 9780470745984 |
Download Subband Adaptive Filtering Book in PDF, Epub and Kindle
Subband adaptive filtering is rapidly becoming one of the most effective techniques for reducing computational complexity and improving the convergence rate of algorithms in adaptive signal processing applications. This book provides an introductory, yet extensive guide on the theory of various subband adaptive filtering techniques. For beginners, the authors discuss the basic principles that underlie the design and implementation of subband adaptive filters. For advanced readers, a comprehensive coverage of recent developments, such as multiband tap–weight adaptation, delayless architectures, and filter–bank design methods for reducing band–edge effects are included. Several analysis techniques and complexity evaluation are also introduced in this book to provide better understanding of subband adaptive filtering. This book bridges the gaps between the mixed–domain natures of subband adaptive filtering techniques and provides enough depth to the material augmented by many MATLAB® functions and examples. Key Features: Acts as a timely introduction for researchers, graduate students and engineers who want to design and deploy subband adaptive filters in their research and applications. Bridges the gaps between two distinct domains: adaptive filter theory and multirate signal processing. Uses a practical approach through MATLAB®-based source programs on the accompanying CD. Includes more than 100 M-files, allowing readers to modify the code for different algorithms and applications and to gain more insight into the theory and concepts of subband adaptive filters. Subband Adaptive Filtering is aimed primarily at practicing engineers, as well as senior undergraduate and graduate students. It will also be of interest to researchers, technical managers, and computer scientists.
Author | : Paulo S. R. Diniz |
Publisher | : Springer Science & Business Media |
Total Pages | : 636 |
Release | : 2008-05-22 |
Genre | : Technology & Engineering |
ISBN | : 0387686061 |
Download Adaptive Filtering Book in PDF, Epub and Kindle
This book presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner, using clear notations that facilitate actual implementation. Important algorithms are described in detailed tables which allow the reader to verify learned concepts. The book covers the family of LMS and algorithms as well as set-membership, sub-band, blind, IIR adaptive filtering, and more. The book is also supported by a web page maintained by the author.
Author | : John R. Treichler |
Publisher | : |
Total Pages | : 0 |
Release | : 1987 |
Genre | : |
ISBN | : |
Download THEORY AND DESIGN OF ADAPTIVE FILTERS : WITH AN APPENDIX BY TEXAS INSTRUMENTS AND TEKNEKRON COMMUNICATION SYSTEMS. Book in PDF, Epub and Kindle
Author | : Wenping Cao |
Publisher | : BoD – Books on Demand |
Total Pages | : 154 |
Release | : 2021-10-20 |
Genre | : Computers |
ISBN | : 1839623772 |
Download Adaptive Filtering Book in PDF, Epub and Kindle
Active filters are key technologies in applications such as telecommunications, advanced control, smart grids, and green transport. This book provides an update of the latest technological progress in signal processing and adaptive filters, with a focus on Kalman filters and applications. It illustrates fundamentals and guides filter design for specific applications, primarily for graduate students, academics, and industrial engineers who are interested in the theoretical, experimental, and design aspects of active filter technologies.
Author | : Graham C Goodwin |
Publisher | : Courier Corporation |
Total Pages | : 562 |
Release | : 2014-05-05 |
Genre | : Technology & Engineering |
ISBN | : 0486137724 |
Download Adaptive Filtering Prediction and Control Book in PDF, Epub and Kindle
This unified survey focuses on linear discrete-time systems and explores natural extensions to nonlinear systems. It emphasizes discrete-time systems, summarizing theoretical and practical aspects of a large class of adaptive algorithms. 1984 edition.
Author | : Simon Haykin |
Publisher | : John Wiley & Sons |
Total Pages | : 516 |
Release | : 2003-09-08 |
Genre | : Technology & Engineering |
ISBN | : 9780471215707 |
Download Least-Mean-Square Adaptive Filters Book in PDF, Epub and Kindle
Edited by the original inventor of the technology. Includes contributions by the foremost experts in the field. The only book to cover these topics together.
Author | : Ali H. Sayed |
Publisher | : John Wiley & Sons |
Total Pages | : 1295 |
Release | : 2011-10-11 |
Genre | : Science |
ISBN | : 1118210840 |
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Adaptive filtering is a topic of immense practical and theoretical value, having applications in areas ranging from digital and wireless communications to biomedical systems. This book enables readers to gain a gradual and solid introduction to the subject, its applications to a variety of topical problems, existing limitations, and extensions of current theories. The book consists of eleven parts?each part containing a series of focused lectures and ending with bibliographic comments, problems, and computer projects with MATLAB solutions.