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 |
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.
Subband and Wavelet Transforms
Title | Subband and Wavelet Transforms PDF eBook |
Author | Ali N. Akansu |
Publisher | Springer Science & Business Media |
Pages | 459 |
Release | 2012-12-06 |
Genre | Technology & Engineering |
ISBN | 1461304830 |
The scientists and engineers of today are relentless in their continuing study and analysis of the world about us from the microcosm to the macrocosm. A central purpose of this study is to gain sufficient scientific information and insight to enable the development of both representative and useful models of the superabundance of physical processes that surround us. The engineers need these models and the associated insight in order to build the information processing systems and control systems that comprise these new and emerging technologies. Much of the early modeling work that has been done on these systems has been based on the linear time-invariant system theory and its extensive use of Fourier transform theory for both continuous and discrete systems and signals. However many of the signals arising in nature and real systems are neither stationary nor linear but tend to be concentrated in both time and frequency. Hence a new methodology is needed to take these factors properly into account.
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 |
1999 IEEE International Conference on Acoustics, Speech, and Signal Processing
Title | 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing PDF eBook |
Author | |
Publisher | |
Pages | 722 |
Release | 1999 |
Genre | Electro-acoustics |
ISBN |
Convergence and Complexity Analysis of Delayless Subband Adaptive Filters
Title | Convergence and Complexity Analysis of Delayless Subband Adaptive Filters PDF eBook |
Author | |
Publisher | |
Pages | 83 |
Release | 2004 |
Genre | |
ISBN |
American Doctoral Dissertations
Title | American Doctoral Dissertations PDF eBook |
Author | |
Publisher | |
Pages | 896 |
Release | 1995 |
Genre | Dissertation abstracts |
ISBN |