adaptive filters

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Adaptive Filters

Author : Ali H. Sayed
ISBN : 9781118210840
Genre : Science
File Size : 84. 7 MB
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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.

Adaptive Filtering

Author : Paulo S. R. Diniz
ISBN : 9781461441069
Genre : Technology & Engineering
File Size : 55. 34 MB
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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.

Fundamentals Of Adaptive Filtering

Author : Ali H. Sayed
ISBN : 0471461261
Genre : Science
File Size : 89. 45 MB
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"The author illustrates extensive commonalities that exist among different classes of adaptive algorithms and even among differing filtering theories. He also provides a uniform treatment of the subject matter, addressing some existing limitations, providing additional insights, and detailing extensions of current theory." "Each chapter includes concepts that reinforces the principles covered, bibliographic notes for further study, numerous problems that vary in difficulty and applications, computer projects that illustrate real-life applications, and helpful appendices."--BOOK JACKET.

Least Mean Square Adaptive Filters

Author : Simon Haykin
ISBN : 0471215708
Genre : Technology & Engineering
File Size : 85. 54 MB
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Edited by the original inventor of the technology. Includes contributions by the foremost experts in thefield. The only book to cover these topics together.

Adaptive Filters

Author : Behrouz Farhang-Boroujeny
ISBN : 9781118591338
Genre : Technology & Engineering
File Size : 61. 33 MB
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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.

Adaptive Filters Structures Algorithms And Applications

Author : M.L. Honig
ISBN : UOM:39015047334316
Genre : Technology & Engineering
File Size : 82. 23 MB
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Time Constants And Learning Curves Of Lms Adaptive Filters

Author : Mark Jonathan Shensa
ISBN : UCSD:31822035177112
Genre : Adaptive filters
File Size : 83. 18 MB
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