Digital Signal Processing And Control And Estimation Theory

Author : Alan S. Willsky
Publisher : MIT Press (MA)
Page : 280 pages
File Size : 54,6 Mb
Release : 1979
Category : Control theory
ISBN : UCAL:B5116213

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Digital Signal Processing and Control and Estimation Theory by Alan S. Willsky Pdf

The purpose of this book is to explore several specific areas of research in two distinct but related fields: digital signal processing and modern control and estimation theory. There are enough similarities "and" differences in the philosophies, goals, and analytical techniques of the two fields to indicate that a concerted effort to understand these better might lead to some useful interaction and collaboration among researchers.The author writes that his examination "will in general not be result-oriented. Instead, I have been most interested in understanding the goals of the research and the methods and approach used. Understanding the goals may help us to see why the techniques used in the two disciplines differ. Inspecting the methods and approaches may allow one to see areas in which concepts in one field may be usefully applied in the other. The book undoubtedly has a control-oriented flavor, since it reflects the author's background and also since the original purpose of this study was to present a control theorist's point of view at the 1976 Arden House Workshop on Digital Signal Processing. However, an effort has been made to explore avenues in both disciplines in order to encourage researchers in the two fields to continue along these lines."Indeed, the book contains numerous suggestions for new research directions and speculations on possible new results, all of them a direct result of the purposeful mixing of the ideas of the two disciplines. For the benefit of researchers who may wish to follow up some of these suggestions and speculations, the author has assembled a comprehensive bibliography, consisting of more than 600 references.In order to achieve his unique perspective of viewing each field in the context of the other, the author examines such topics as stability analysis of feedback control systems and digital filters subject to the effects of finite wordlength arithmetic; linear prediction, parameter identification, and relationships involving Kalman filtering and "fast" algorithms; system synthesis, realization, and implementation; two-dimensional filtering, decentralized control and estimation, and some of their connections with image processing; and aspects of nonlinear system theory, including homomorphic and bilinear systems.

Author : Jerry M. Mendel
Publisher : Pearson Education
Page : 891 pages
File Size : 53,5 Mb
Release : 1995-03-14
Category : Technology & Engineering
ISBN : 9780132440790

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Lessons in Estimation Theory for Signal Processing, Communications, and Control by Jerry M. Mendel Pdf

Estimation theory is a product of need and technology. As a result, it is an integral part of many branches of science and engineering. To help readers differentiate among the rich collection of estimation methods and algorithms, this book describes in detail many of the important estimation methods and shows how they are interrelated. Written as a collection of lessons, this book introduces readers o the general field of estimation theory and includes abundant supplementary material.

Author : Jerry M. Mendel,University of Southern California Jerry M. Mendel - Department of Electrical Engineering (Los Angeles, California)
Publisher : Unknown
Page : 561 pages
File Size : 50,9 Mb
Release : 1995
Category : Electronic books
ISBN : 0132442205

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Lessons in Estimation Theory for Signal Processing, Communications, and Control, Second Edition by Jerry M. Mendel,University of Southern California Jerry M. Mendel - Department of Electrical Engineering (Los Angeles, California) Pdf

Author : Frank L. Lewis
Publisher : Unknown
Page : 664 pages
File Size : 46,5 Mb
Release : 1992
Category : Mathematics
ISBN : STANFORD:36105000075395

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Applied Optimal Control & Estimation by Frank L. Lewis Pdf

This book covers optimal design for multi-input/multi-output (MIMO) systems, providing not only the theoretical background, but also practical implementation techniques for control and estimation algorithms. Real-time implementation methods for a wide range of industries and control problems are detailed, including control of computer disk drives, chemical process control, and aircraft control. The book puts modern control design tools - based on solving matrix equation - well within the reach of the individual design engineer. You'll see how to design control systems using software programs, simulate these controllers on digital controllers, and then implement digital controllers on actual processors using digital signal processors (DSPs). Appropriate

Author : Arthur A. Giordano,Frank M. Hsu
Publisher : Wiley-Interscience
Page : 450 pages
File Size : 41,7 Mb
Release : 1985-03-07
Category : Mathematics
ISBN : UOM:39015007670923

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Least Square Estimation with Applications to Digital Signal Processing by Arthur A. Giordano,Frank M. Hsu Pdf

A unified treatment of least squares based on geometric principles. Establishes the mathematical framework of least square estimation, demonstrating the utility and widespread use of these principles in a variety of digital signal processing applications. Presents new least square error algorithms supporting applications in areas such as communications, control, radar, and seismology. Provides numerous examples with algebraic steps outlined.

Author : Dimitris G. Manolakis,Vinay K. Ingle
Publisher : Cambridge University Press
Page : 1009 pages
File Size : 45,5 Mb
Release : 2011-11-21
Category : Technology & Engineering
ISBN : 9781139495738

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Applied Digital Signal Processing by Dimitris G. Manolakis,Vinay K. Ingle Pdf

Master the basic concepts and methodologies of digital signal processing with this systematic introduction, without the need for an extensive mathematical background. The authors lead the reader through the fundamental mathematical principles underlying the operation of key signal processing techniques, providing simple arguments and cases rather than detailed general proofs. Coverage of practical implementation, discussion of the limitations of particular methods and plentiful MATLAB illustrations allow readers to better connect theory and practice. A focus on algorithms that are of theoretical importance or useful in real-world applications ensures that students cover material relevant to engineering practice, and equips students and practitioners alike with the basic principles necessary to apply DSP techniques to a variety of applications. Chapters include worked examples, problems and computer experiments, helping students to absorb the material they have just read. Lecture slides for all figures and solutions to the numerous problems are available to instructors.

Author : Ralph D. Hippenstiel
Publisher : CRC Press
Page : 344 pages
File Size : 50,8 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781420042047

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Detection Theory by Ralph D. Hippenstiel Pdf

Using simplified notation and a practical approach, Detection Theory: Applications and Digital Signal Processing introduces the principles of detection theory, the necessary mathematics, and basic signal processing methods along with some recently developed statistical techniques. Throughout the book, the author keeps the needs of practicing engineers firmly in mind. His presentation and choice of topics allows students to quickly become familiar with the detection and signal processing fields and move on to more advanced study and practice. The author also presents many applications and wide-ranging examples that demonstrate how to apply the concepts to real-world problems.

Author : Arie Feuer,Graham Goodwin
Publisher : Springer Science & Business Media
Page : 570 pages
File Size : 50,5 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461224600

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Sampling in Digital Signal Processing and Control by Arie Feuer,Graham Goodwin Pdf

Undoubtably one of the key factors influencing recent technology has been the advent of high speed computational tools. Virtually every advanced engi neering system we come in contact with these days depends upon some form of sampling and digital signal processing. Well known examples are digital tele phone systems, digital recording of audio signals and computer control. These developments have been matched by the appearance of a plethora of books which explain a variety of analysis, synthesis and design tools applica ble to sampled-data systems. The reader might therefore wonder what is distinc tive about the current book. Our observation of the existing literature is that the underlying continuous-time system is usually forgotten once the samples are tak en. The alternative point of view, adopted in this book, is to formulate the analy sis in such a way that the user is constantly reminded of the presence of the under lying continuous-time signals. We thus give emphasis to two aspects of sampled-data analysis: Firstly, we formulate the various algorithms so that the appropriate contin uous-time case is approached as the sampling rate increases. Secondly we place emphasis on the continuous-time output response rath er than simply focusing on the sampled response.

Author : Lonnie C. Ludeman
Publisher : Unknown
Page : 628 pages
File Size : 48,7 Mb
Release : 2010-07-01
Category : Electronic
ISBN : 8126527234

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RANDOM PROCESSES: FILTERING, ESTIMATION AND DETECTION by Lonnie C. Ludeman Pdf

Market_Desc: Graduate students of electrical and computer engineering. Practicing engineers in communications and signal processing. Special Features: " Covers modern detection and estimation theory as well as the basics of random processes" Emphasizes the use of discrete-time Weiner and Kalman filters and covers nonlinear systems in detail" Includes over 380 class-tested homework exercises About The Book: An understanding of random processes is crucial in the study of many engineering systems, for example analyzing noise in a wireless communications channel. This book covers the basics of probability and random processes for an engineering audience. Importantly, though, the book also presents the details of modern detection and estimation theory, giving it a real edge over existing textbooks. The author has a proven track record. His book Fundamentals of Digital Signal Processing has sold 15,000 copies and won Choice magazine's Outstanding Engineering Book of the Year award.

Author : N. B. Jones,J. D. McK. Watson
Publisher : IET
Page : 424 pages
File Size : 42,6 Mb
Release : 1990
Category : Technology & Engineering
ISBN : 0863412106

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Digital Signal Processing by N. B. Jones,J. D. McK. Watson Pdf

This volume presents the fundamentals of data signal processing, ranging from data conversion to z-transforms and spectral analysis. In addition to presenting basic theory and describing the devices, the material is complemented by real examples in specific case studies.

Author : Michel Gevers,Gang Li
Publisher : Springer Science & Business Media
Page : 380 pages
File Size : 55,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781447120391

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Parametrizations in Control, Estimation and Filtering Problems: Accuracy Aspects by Michel Gevers,Gang Li Pdf

This book is all about finite wordlength errors in digital filters, con trollers and estimators, and how to minimize the deleterious effects of these errors on the performance of these devices. This does by no means imply that all about finite wordlength errors in filters, controllers and estimators is to be found in this book. We first ventured into the world of finite wordlength effects in 1987 when Gang Li began his PhD thesis in this area. Our more experienced readers might well say 'This shows', but we believe that the extent of our new contributions largely offsets our relative inexperience about the subject that might surface here and there in the book. Our naive view on the subject of finite wordlength errors in 1987 could probably be summarized as follows: • numerical errors due to finite wordlength encoding and roundoff are something that one has to live with, and there is probably not much that can be done about them except to increase the wordlength by improvements on the hardware; • these errors are as old as finite arithmetic and numerical analysis and they must therefore be well understood by now; • thus, if something can be done to minimize their effects, it must have been analysed and put into practice a long time ago. It is almost fair to say that we were wrong on all counts.

Author : Predrag Petrović
Publisher : Springer Nature
Page : 193 pages
File Size : 46,9 Mb
Release : 2023-09-28
Category : Technology & Engineering
ISBN : 9783031431074

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Processing, Estimation and Measurement of Signals Parameters in Public Distribution Networks by Predrag Petrović Pdf

The book addresses a relevant field of digital processing and measurement of signals in distribution networks. The importance of the covered topic is evidenced by extensive foreign and domestic professional literature, in the form of publications in leading international journals, and numerous professional and scientific books. For the past two decades, the author has published a number of papers both in international journals and at leading world conferences, further verifying the results he has achieved in this field. It should be noted that he is also the holder of several national patents, which were created precisely as a result of working on the problems of processing complex signals of voltage and current. Readers of this book will be the students of master and doctoral studies both in the country and abroad and experts in the field of signal processing. It is a valuable source for future authors of professional and scientific papers, as a basis on which to start when developing completely new techniques for processing complex signals not only in the power system, but also in other fields of engineering and everyday life.

Author : Charles K. Chui,Guanrong Chen
Publisher : Springer Science & Business Media
Page : 276 pages
File Size : 52,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9783642974069

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Signal Processing and Systems Theory by Charles K. Chui,Guanrong Chen Pdf

"Signal Processing and Systems Theory" is concerned with the study of H-optimization for digital signal processing and discrete-time control systems. The first three chapters present the basic theory and standard methods in digital filtering and systems from the frequency-domain approach, followed by a discussion of the general theory of approximation in Hardy spaces. AAK theory is introduced, first for finite-rank operators and then more generally, before being extended to the multi-input/multi-output setting. This mathematically rigorous book is self-contained and suitable for self-study. The advanced mathematical results derived here are applicable to digital control systems and digital filtering.

Author : James V. Candy
Publisher : McGraw-Hill Companies
Page : 264 pages
File Size : 41,5 Mb
Release : 1986
Category : Technology & Engineering
ISBN : UOM:39015009804280

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Signal Processing by James V. Candy Pdf

Author : Anonim
Publisher : Unknown
Page : 740 pages
File Size : 42,6 Mb
Release : 1990
Category : Aeronautics
ISBN : UIUC:30112058665271

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Scientific and Technical Aerospace Reports by Anonim Pdf