On Adaptive Filtering in Oversampled Subbands
Title | On Adaptive Filtering in Oversampled Subbands PDF eBook |
Author | Stephan Weiss |
Publisher | |
Pages | 216 |
Release | 1998 |
Genre | Technology & Engineering |
ISBN |
Subband Adaptive Filtering
Title | Subband Adaptive Filtering PDF eBook |
Author | Kong-Aik Lee |
Publisher | John Wiley & Sons |
Pages | 344 |
Release | 2009-07-06 |
Genre | Science |
ISBN | 9780470745984 |
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.
On Adaptive Filtering in Oversampled Subbands
Title | On Adaptive Filtering in Oversampled Subbands PDF eBook |
Author | |
Publisher | |
Pages | 0 |
Release | 1998 |
Genre | |
ISBN |
Adaptive Filtering
Title | Adaptive Filtering PDF eBook |
Author | Paulo Sergio Ramirez Diniz |
Publisher | Springer Science & Business Media |
Pages | 594 |
Release | 2002 |
Genre | Adaptive filters |
ISBN | 9781402071256 |
Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms. An instructor's manual, a set of master transparencies, and the MATLAB codes for all of the algorithms described in the text are also available. Useful to both professional researchers and students, the text includes 185 problems; over 38 examples, and over 130 illustrations. It is of primary interest to those working in signal processing, communications, and circuits and systems. It will also be of interest to those working in power systems, networks, learning systems, and intelligent systems.
Adaptive Filtering
Title | Adaptive Filtering PDF eBook |
Author | Paulo S. R. Diniz |
Publisher | Springer Science & Business Media |
Pages | 664 |
Release | 2012-08-14 |
Genre | Technology & Engineering |
ISBN | 1461441064 |
In the fourth edition of Adaptive Filtering: Algorithms and Practical Implementation, author Paulo S.R. Diniz presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner. The main classes of adaptive filtering algorithms are presented in a unified framework, using clear notations that facilitate actual implementation. The main algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Many examples address problems drawn from actual applications. New material to this edition includes: Analytical and simulation examples in Chapters 4, 5, 6 and 10 Appendix E, which summarizes the analysis of set-membership algorithm Updated problems and references Providing a concise background on adaptive filtering, this book covers the family of LMS, affine projection, RLS and data-selective set-membership algorithms as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more. Several problems are included at the end of chapters, and some of these problems address applications. A user-friendly MATLAB package is provided where the reader can easily solve new problems and test algorithms in a quick manner. Additionally, the book provides easy access to working algorithms for practicing engineers.
An Analysis of the Slow Asymptotic Convergence Associated with Oversampled Subband Adaptive Filter Systems
Title | An Analysis of the Slow Asymptotic Convergence Associated with Oversampled Subband Adaptive Filter Systems PDF eBook |
Author | Phillip Louis De Leon |
Publisher | |
Pages | 246 |
Release | 1995 |
Genre | Adaptive filters |
ISBN |
Adaptive Filters
Title | Adaptive Filters PDF eBook |
Author | Behrouz Farhang-Boroujeny |
Publisher | John Wiley & Sons |
Pages | 800 |
Release | 2013-04-02 |
Genre | Technology & Engineering |
ISBN | 111859133X |
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.