John Wiley & Sons, Inc., 2010. — 407 p. — ISBN-10: 0470195177, ISBN-13: 978-0470195178. Книга посвящена адаптивной фильтрации в условиях ненормальности, нецикличности, нестационарности и нелинейности процессов. Рассмотрены в том числе вопросы алгоритмов эквализации, выделения компонент из сигнала, распознавания образов и расширения полосы речевого сигнала. Recent developments...
Springer, 1986. — 189 p. The creation of the text really began in 1976 with the author being involved with a group of researchers at Stanford University and the Naval Ocean Systems Center, San Diego. At that time, adaptive techniques were more laboratory (and mental) curiosities than the accepted and pervasive categories of signal processing that they have become. Over the last...
Springer, 2009. — 359. The fast growth of the technological resources observed nowadays has triggered the development of new DSP techniques to cope with the requirements of modern industry. The research of efficient algorithms to be used in the ever-increasing applications of adaptive filters has therefore developed tremendously. In such a scenario, the QRD-RLS-based algorithms...
Addison-Wesley, 1995. — 574 p. Written by two of the pioneers in the field, this book contains a wealth of practical information unavailable anywhere else. The authors give a comprehensive presentation of the field of adaptive control, carefully bending theory and implementation to provide the reader with insight and understanding. Benefitting from the feedback of students and...
Addison-Wesley, 1995. — 574 p. Written by two of the pioneers in the field, this book contains a wealth of practical information unavailable anywhere else. The authors give a comprehensive presentation of the field of adaptive control, carefully bending theory and implementation to provide the reader with insight and understanding. Benefitting from the feedback of students and...
Marcel Dekker, 2001. — 450 p. — ISBN-10: 0824705637, ISBN-13: 978-0824705633.
The main idea behind this book, and the incentive for writing it, is that strong connections exist between adaptive filtering and signal analysis, to the extent that it is not realistic—at least from an engineering point of view—to separate them. In order to understand adaptive filters well enough to...
Springer, 2003. — 366 p. For the first time, a reference on the most relevant applications of adaptive filtering techniques. Top researchers in the field contributed chapters addressing applications in acoustics, speech, wireless and networking, where research is still very active and open. By adaptive signal processing, we mean, in general, adaptive filtering. In unknown...
ITexLi, 2021. — 131 p. — ISBN 1839623772 9781839623776 1839623799 9781839623790. This book provides an update of the latest technological progress in signal processing and adaptive filters, with a focus on Kalman filters and applications. Active filters are key technologies in applications such as telecommunications, advanced control, smart grids, and green transport. The book...
2nd edition. — Kluwer, 2008. — 636 p. 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...
Springer Science+Business Media, LLC, 1997. — XV, 443 p. — ISBN: 978-1-4613-4660-9, ISBN: 978-1-4419-8660-3 (eBook). The field of Digital Signal Processing has developed so fast in the last two decades that it can be found in the graduate and undergraduate programs of most universities. This development is related to the growing available techno logies for implementing digital...
4th edition. — Springer, 2013. — 673 p. — ISBN: 1461441056, 9781461441069. 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...
5th edition. — Springer, 2020. — 495 p. — ISBN: 3030290565 In the fifth edition of this textbook, author Paulo S.R. Diniz presents updated text on the basic concepts of adaptive signal processing and adaptive filtering. He first introduces the main classes of adaptive filtering algorithms in a unified framework, using clear notations that facilitate actual implementation....
Academic Press, 2008. — 296 p. Partial-update adaptive signal processing algorithms not only permit significant complexity reduction in adaptive filter implementations, but can also improve adaptive filter performance in telecommunications applications. This book gives state-of-the-art methods for the design and development of partial-update adaptive signal processing...
John Wiley, 1998. — 529 p. This book is grown out of the author’s research work and teaching experience in the field of adaptive signal processing. It is primarily designed as a text for a first year graduate level course in adaptive filters. It is also intended to serve as atechnical reference for practicing engineers. Discrete-Time Signals and Systems Wiener Filters...
2nd edition. — John Wiley, 2013. — 802 p. This book has grown out of the author’s research work and teaching experience in the field of adaptive signal processing as well as signal processing applications to a variety of communication systems. The second edition of this book, while preserving the presentation of the basic theory of adaptive filters as in the first edition,...
Dover Publications, 1984. — 558. The object of this book is to present in a unified fashion the theory of adaptive filtering, prediction, and control. The treatment is largely confined to linear discrete-time systems, although natural extensions to nonlinear systems are also explored. The emphasis on discrete-time systems reflects the growing importance of computers in...
Baffins Lane, John Wiley & Sons, 2000. — 498 p. 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...
5-th ed. Boston: Pearson, 2014. - 913p.
The subject of adaptive filters constitutes an important part of statistical signal processing. Whenever there is a requirement to process signals that result from operation in an environment of unknown statistics or one that is inherently nonstationary, the use of an adaptive filter offers a highly attractive solution to the problem as...
4th edition. Upper Saddle River, New Jersey.: Prentice-Hall, Inc., 2002. — 936 p. — ISBN10: 0130901261, ISBN13: 978-0130901262. Четвертое издание известной монографии Симона Хайкина о Теории адаптивной фильтрации, существенно переработанное и дополненное, по сравнению с предыдущими изданиями. 17 глав и 7 приложений охватывают темы от теоретических основ до прикладных задач...
Wiley, 2003. — 502 p. — ISBN: 0-471-21570-8. 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. A landmark text in LMS filter technology — from the field's leading authorities. In the field of electrical engineering and signal processing, few algorithms have proven as...
Morgan & Claypool, 2009. — 127 p. This book is Volume IV of the series DSP for MatLAB and LabVIEW. Volume IV is an introductory treatment of LMS Adaptive Filtering and applications, and covers cost functions, performance surfaces, coefficient perturbation to estimate the gradient, the LMS algorithm, response of the LMS algorithm to narrow-band signals, and various topologies...
Springer, 1996. — 316. Although adaptive filtering and adaptive array processing began with research and development efforts in the late 1950's and early 1960's, it was not until the publication of the pioneering books by Honig and Messerschmitt in 1984 and Widrow and Stearns in 1985 that the field of adaptive signal processing began to emerge as a distinct discipline in its...
New York: The Institution of Engineering and Technology, 2006. — 670 p. This third edition of 'Principles of Space-Time Adaptive Processing' provides a detailed introduction to the fundamentals of space-time adaptive processing, with emphasis on clutter suppression in airborne or space based phased array radar, covering specifically the principles of airborne or space based MTI...
London: The Institution of Electrical Engineers, 2004. - 976p.
This new book from Richard Klemm, author of the highly successful Principles of Space-time Adaptive Processing (IEE,2002), examines the various applications of space-time adaptive processing including applications in OTH-radar, ground target tracking, STAP in real world clutter environments, jammer cancellation,...
Издательство Academic Mind/Springer, 2013, -327 pp. The book Adaptive Digital Filters appeared as a result of years of cooperation between the Department for Signal Processing within the Institute of Applied Mathematic and Electronics, Belgrade, Serbia and the Division for Automation that has later evolved to the present Department for Signals and Systems within the School of...
Издательство Fizmatlit, 2009, -361 pp. In this monograph, the novel promising trends in adaptive digital processing of multidimensional signal 1D-3D signals with different applications to radio physics, radio engineering, and medicine are considered. The monograph consists of three parts. The first part (chapters 1-4) is devoted to the atomic functions (AF) and their...
John Wiley, 2009. — 346 p. 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. Additional features of subband adaptive filters also make this technique suitable for many real-life applications. This book covers the...
Miami: Addison-Wesley Publishing Company, 1989. — 872 p. Samuel Johnson said wThe two most engaging powers of an author are to make new things familiar, and familiar things new. Making new things familiar and familiar things new is our goal in this book on adaptive and digital signal processing. This is a challenging goal because current research is rapidly expanding an already...
John Wiley, 2010. — 236 p. For the first time, this book presents a comprehensive and unifying introduction to kernel adaptive filtering. Adaptive signal processing theory has been built on three pillars: the linear model, the mean square cost, and the adaptive least - square learning algorithm. When nonlinear models are required, the simplicity of linear adaptive filters...
2009 by John Wiley & Sons, Inc. ISBN 978-0-470-06635-5 (Cloth) ISBN 0470066350 (ebook) 328 p. This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering...
InTech, 2011. — 410 p. A digital filter is a structure that transforms sequences of numbers to others from its input to its output (signals) and models thus the behavior of a real system. The model or transfer function is a simplified mathematical representation of the system. The structure of the filter consists of a few elements: delays, multipliers, adders and, less often,...
InTech, 2011. — 410 p. 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 (deconvolution, reverse...
New York: ITAe, 2013. - 162p. This book collects some theoretical approaches and practical applications in different areas that support expanding of adaptive systems. Adaptive filtering can be used to characterize unknown systems in time-variant environments. The main objective of this approach is to meet a difficult comprise: maximum convergence speed with maximum accuracy....
New York: Springer, 2016. — 229 p. — (Mathematics for Industry 22).
This book focuses on theoretical aspects of the affine projection algorithm (APA) for adaptive filtering. The APA is a natural generalization of the classical, normalized least-mean-squares (NLMS) algorithm. The book first explains how the APA evolved from the NLMS algorithm, where an affine projection view is...
NY: CRC Press, 2014. — 363 p. Adaptive filters are used in many diverse applications, appearing in everything from military instruments to cellphones and home appliances. Adaptive Filtering: Fundamentals of Least Mean Squares with MatLAB covers the core concepts of this important field, focusing on a vital part of the statistical signal processing area—the least mean square...
CRC, 2006. - 240 pages. Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and students...
Berlin, Springer, 2013. - 122p. In this book, the authors provide insights into the basics of adaptive filtering, which are particularly useful for students taking their first steps into this field. They start by studying the problem of minimum mean-square-error filtering, i.e., Wiener filtering. Then, they analyze iterative methods for solving the optimization problem, e.g.,...
Издательство John Wiley, 2008, -821 pp. I am indebted to the many readers and colleagues who have written to me on several occasions with encouraging feedback on my earlier textbook Fundamentals ofAdaptive Filtering (Wiley, NJ, 2003). Their enthusiastic comments encouraged me to pursue this second project in an effort to create a revised version for teaching purposes. During...
N.-Y.: Wiley - IEEE Press, 2003. - 1161p. Written for graduate-level courses, this book presents the theory and application of adaptive filters. Topics covered include linear and decision-feedback equalization, channel estimation, beamforming, tracking of fading channels, echo cancellation, and active noise control. Optimal Estimation Linear Estimation Constrained Linear...
John Wiley & Sons, Inc., 2008 — 820 p. — ISBN 978-0-470-25388-5. I am indebted to the many readers and colleagues who have written to me on several occasions with encouraging feedback on my earlier textbook Fundamentals of Adaptive Filtering (Wiley, NJ, 2003). Their enthusiastic comments encouraged me to pursue this second project in an effort to create a revised version for...
Издательство Cambridge University Press, 1988, -352 pp. Adaptive filters are used in a large number of applications including predictive speech and video compression, noise and echo cancellation, equalization, modem design, mobile radio, subscriber loops, multimedia systems, beamformers, and system identification. The emphasis on VLSI implementation of these systems is in...
Springer, 2015. — 725 p. The aim of this book is to provide advanced theoretical and practical tools for the study and determination of circuit structures and robust algorithms for the adaptive signals processing in different application scenarios. Example can be found in multimodal and multimedia communications, the biological and biomedical areas, economic model,...
Prentice Hall, New Jersey, 1985. — 475 p. — ISBN 0-13-004029-0. A comprehensive and practical treatment of adaptive signal processing featuring frequent use of examples.
Издательство IEEE Press, 2008, -521 pp.
In this book, methods of adaptive signal processing are borrowed from the field of digital signal processing to solve problems in dynamic systems control. Adaptive filters, whose design and behavioral characteristics are well known in the signal processing world, can be used to control plant dynamics and to minimize the effects of plant...
Springer, 2005. — 396 p. This book can be used as a textbook for a one semester undergraduate or postgraduate introductory course on adaptive and self-learning systems for signal processing applications. The topics are introduced and discussed sufficiently to give the reader adequate background to be able to confidently pursue them at depth in more advanced literature. Subject...
Springer, 1995. — 404 p. The area of adaptive systems, which encompasses recursive identification, adaptive control, filtering, and signal processing, has been one of the most active areas of the past decade. Since adaptive controllers are fundamentally nonlinear controllers which are applied to nominally linear, possibly stochastic and time-varying systems, their theoretical...
Москва, Мир, 1988. – 392 с. ISBN: 5-03-000004-6 Коллективная монография, написанная ведущими специалистами США и Великобритании, посвящена теории, конструированию и применениям адаптивных фильтров. В ней описаны цифровые методы обработки сигналов, а также указаны практические применения в радиотехнических и электронных устройствах. Для инженеров, техников и научных работников в...
Москва: Техносфера, 2013. — 528 с. — ISBN: 978-5-94836-342-4. В книге рассматриваются основные разновидности адаптивных фильтров и их применение в радиотехнических системах и системах связи. Дается представление о математических объектах и методах, используемых в теории адаптивной фильтрации сигналов. Рассматриваются приемы получения вычислительных процедур, сами процедуры и...
Москва: Техносфера, 2013. — 528 с. — ISBN: 978-5-94836-342-4. В книге рассматриваются основные разновидности адаптивных фильтров и их применение в радиотехнических системах и системах связи. Дается представление о математических объектах и методах, используемых в теории адаптивной фильтрации сигналов. Рассматриваются приемы получения вычислительных процедур, сами процедуры и...
Новосибирск : Сиб. гос. ун-т телекоммуникаций и информатики, 2010. — 202 с. Возникновение ЦОС - пятидесятые годы. В это время ЭВМ впервые стали применяться для моделирования аналоговых (непрерывных) сигналов (моделирование может быть использовано для обработки реальных сигналов). Для этого сигнал записывался на магнитную ленту и потом обрабатывался на ЭВМ. Время обработки...
Москва: Радио и связь, 1991. — 160 с. Излагаются методы синтеза адаптивных систем фильтрации сообщений, приспосабливающихся к априорной неопределенности статистических характеристик сообщений и помех. Описываются методы определения основных характеристик таких систем: сходимости, времени и точности процесса адаптации, выигрыша в точности фильтрации. Приводится сопоставление...
Пер. с англ. — М.: Радио и связь, 1989. — 440 с.
Книга известных американских авторов посвящена проблеме адаптации систем с заданной структурой. Рассмотрены основные понятия теории адаптивных систем, методы их построения и алгоритмы функционирования. Представлены различные направления адаптивной обработки, включая синтез адаптивных цифровых фильтров и построение адаптивных...
Пер. с англ. — М.: Радио и связь, 1989. — 440 с.
Книга известных американских авторов посвящена проблеме адаптации систем с заданной структурой. Рассмотрены основные понятия теории адаптивных систем, методы их построения и алгоритмы функционирования. Представлены различные направления адаптивной обработки, включая синтез адаптивных цифровых фильтров и построение адаптивных...
Новосибирск: Сибирский государственный университет телекоммуникаций и информатики, 2015. — 328 c. — ISBN: 978-5-91434-024-4. В монографии рассматриваются вопросы синтеза и анализа адаптивных алгоритмов одиночного и разнесенного приема сигналов в каналах с многолучевостью и комплексным воздействием совокупности флуктуационных и узкополосных помех с неполной априорной...
СПб.: Издательство С.-Петербургского университета, 2003. — 420 с. — ISBN: 5-288-02631-9. В монографии последовательно излагаются оптимальные и адаптивные методы обработки случайных процессов (сигналов). Обработка (фильтрация) направлена на восстановление полезного сигнала по его зашумленной реализации и осуществляется в условиях, когда параметры помехо-сигнальной обстановки...
СПб.: Издательство С.-Петербургского университета, 2003. — 420 с. — ISBN: 5-288-02631-9. В монографии последовательно излагаются оптимальные и адаптивные методы обработки случайных процессов (сигналов). Обработка (фильтрация) направлена на восстановление полезного сигнала по его зашумленной реализации и осуществляется в условиях, когда параметры помехо-сигнальной обстановки...
Монография. — М.: Наука, Главная редакция физико-математической литературы, 1984. — 288 с. Книга посвящена последовательному изложению ряда разделов адаптивной фильтрации в условиях параметрической неопределенности о помехоcигнальной обстановке. Материал книги группируется вокруг вопросов рекуррентного оценивания, при этом обсуждаются как хорошо известные схемы оценивания...
М.: Наука. Главная редакция физико-математической литературы, 1984. — 288 с. Книга посвящена последовательному изложению ряда разделов адаптивной фильтрации в условиях параметрической неопределенности о помехоcигнальной обстановке. Материал книги группируется вокруг вопросов рекуррентного оценивания, при этом обсуждаются как хорошо известные схемы оценивания (метод...
Н.: ННГУ, 1995 - 180 c.
Монография посвящена синтезу и исследованию адаптивных (настраиваемых) фильтров в условиях дефицита априорной информации. Для настройки фильтров используются только текущие наблюдения, тем самым фильтруемый сигнал одновременно является обучающим. Процедуры настройки носят рекуррентный характер. Изучаются две ситуации: 1) когда отсутствует полное описание...
Монография. — Нижний Новгород: Нижегородский государственный университет (ННГУ) имени Н.И. Лобачевского, 1995. — 189 c. Монография посвящена синтезу и исследованию адаптивных (настраиваемых) фильтров в условиях дефицита априорной информации. Для настройки фильтров используются только текущие наблюдения, тем самым фильтруемый сигнал одновременно является обучающим. Процедуры...
Комментарии