Adaptive Filtering And Change Detection PDF Download
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| Author | : Fredrik Gustafsson |
| Publisher | : John Wiley & Sons |
| Total Pages | : 520 |
| Release | : 2000-10-03 |
| Genre | : Science |
| ISBN | : |
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Adaptive filtering is a branch of digital signal processing which enables the selective enhancement of desired elements of a signal and the reduction of undesired elements. Change detection is another kind of adaptive filtering for non-stationary signals, and is the basic tool in fault detection and diagnosis. This text takes the unique approach that change detection is a natural extension of adaptive filtering, and the broad coverage encompasses both the mathematical tools needed for adaptive filtering and change detection and the applications of the technology. Real engineering applications covered include aircraft, automotive, communication systems, signal processing and automatic control problems. The unique integration of both theory and practical applications makes this book a valuable resource combining information otherwise only available in separate sources Comprehensive coverage includes many examples and case studies to illustrate the ideas and show what can be achieved Uniquely integrates applications to airborne, automotive and communications systems with the essential mathematical tools Accompanying Matlab toolbox available on the web illustrating the main ideas and enabling the reader to do simulations using all the figures and numerical examples featured This text would prove to be an essential reference for postgraduates and researchers studying digital signal processing as well as practising digital signal processing engineers.
| Author | : John R. Treichler |
| Publisher | : Pearson Education |
| Total Pages | : 376 |
| Release | : 2001 |
| Genre | : Computers |
| ISBN | : |
Download Theory and Design of Adaptive Filters Book in PDF, ePub and Kindle
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 | : 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 | : Ali H. Sayed |
| Publisher | : John Wiley & Sons |
| Total Pages | : 824 |
| 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.
| Author | : Paulo Sergio Ramirez Diniz |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 594 |
| Release | : 2002 |
| Genre | : Adaptive filters |
| ISBN | : 9781402071256 |
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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.
| Author | : Wenping Cao |
| Publisher | : BoD – Books on Demand |
| Total Pages | : 154 |
| Release | : 2021-10-20 |
| Genre | : Computers |
| ISBN | : 1839623772 |
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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 | : Lino Garcia Morales |
| Publisher | : BoD – Books on Demand |
| Total Pages | : 414 |
| Release | : 2011-07-05 |
| Genre | : Technology & Engineering |
| ISBN | : 9533073063 |
Download Adaptive Filtering Applications Book in PDF, ePub and Kindle
Adaptive filtering is useful in any application where the signals or the modeled system vary over time. The configuration of the system and, in particular, the position where the adaptive processor is placed generate different areas or application fields such as: prediction, system identification and modeling, equalization, cancellation of interference, etc. which are very important in many disciplines such as control systems, communications, signal processing, acoustics, voice, sound and image, etc. The book consists of noise and echo cancellation, medical applications, communications systems and others hardly joined by their heterogeneity. Each application is a case study with rigor that shows weakness/strength of the method used, assesses its suitability and suggests new forms and areas of use. The problems are becoming increasingly complex and applications must be adapted to solve them. The adaptive filters have proven to be useful in these environments of multiple input/output, variant-time behaviors, and long and complex transfer functions effectively, but fundamentally they still have to evolve. This book is a demonstration of this and a small illustration of everything that is to come.
| Author | : Maurice Bellanger |
| Publisher | : CRC Press |
| Total Pages | : 462 |
| Release | : 2001-07-20 |
| Genre | : Technology & Engineering |
| ISBN | : 0824741536 |
Download Adaptive Digital Filters Book in PDF, ePub and Kindle
This text emphasizes the intricate relationship between adaptive filtering and signal analysis - highlighting stochastic processes, signal representations and properties, analytical tools, and implementation methods. This second edition includes new chapters on adaptive techniques in communications and rotation-based algorithms. It provides practical applications in information, estimation, and circuit theories.
| Author | : Behrouz Farhang-Boroujeny |
| Publisher | : John Wiley & Sons |
| Total Pages | : 800 |
| Release | : 2013-04-02 |
| Genre | : Technology & Engineering |
| ISBN | : 111859133X |
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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.
| Author | : Widrow |
| Publisher | : Pearson Education India |
| Total Pages | : 496 |
| Release | : 2016 |
| Genre | : |
| ISBN | : 9788131705322 |
Download Adaptive Signal Processing Book in PDF, ePub and Kindle
