Digital Signal Processing And Control And Estimation Theory
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Author |
: Alan S. Willsky |
Publisher |
: MIT Press (MA) |
Total Pages |
: 280 |
Release |
: 1979 |
ISBN-10 |
: UCAL:B5116213 |
ISBN-13 |
: |
Rating |
: 4/5 (13 Downloads) |
Synopsis Digital Signal Processing and Control and Estimation Theory by : Alan S. Willsky
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 |
Total Pages |
: 891 |
Release |
: 1995-03-14 |
ISBN-10 |
: 9780132440790 |
ISBN-13 |
: 0132440792 |
Rating |
: 4/5 (90 Downloads) |
Synopsis Lessons in Estimation Theory for Signal Processing, Communications, and Control by : Jerry M. Mendel
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 |
: Alan S. Willsky |
Publisher |
: |
Total Pages |
: 194 |
Release |
: 1978 |
ISBN-10 |
: OCLC:6589289 |
ISBN-13 |
: |
Rating |
: 4/5 (89 Downloads) |
Synopsis Relationships Between Digital Signal Processing and Control and Estimation Theory by : Alan S. Willsky
Author |
: Jerry M. Mendel |
Publisher |
: |
Total Pages |
: 561 |
Release |
: 1995 |
ISBN-10 |
: 0132442205 |
ISBN-13 |
: 9780132442206 |
Rating |
: 4/5 (05 Downloads) |
Synopsis Lessons in Estimation Theory for Signal Processing, Communications, and Control, Second Edition by : Jerry M. Mendel
Author |
: Frank L. Lewis |
Publisher |
: |
Total Pages |
: 664 |
Release |
: 1992 |
ISBN-10 |
: STANFORD:36105000075395 |
ISBN-13 |
: |
Rating |
: 4/5 (95 Downloads) |
Synopsis Applied Optimal Control & Estimation by : Frank L. Lewis
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 |
: Dimitris G. Manolakis |
Publisher |
: Cambridge University Press |
Total Pages |
: 1009 |
Release |
: 2011-11-21 |
ISBN-10 |
: 9781139495738 |
ISBN-13 |
: 1139495739 |
Rating |
: 4/5 (38 Downloads) |
Synopsis Applied Digital Signal Processing by : Dimitris G. Manolakis
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 |
: A. S. Willsky |
Publisher |
: |
Total Pages |
: 0 |
Release |
: 1979 |
ISBN-10 |
: OCLC:1417597533 |
ISBN-13 |
: |
Rating |
: 4/5 (33 Downloads) |
Synopsis Digital Signal Processing and Controland Estimation Theory : Points of Tangency, Areas of Intersection and Parallel Directions by : A. S. Willsky
Author |
: Farzad Nekoogar |
Publisher |
: Prentice Hall PTR |
Total Pages |
: 0 |
Release |
: 1999 |
ISBN-10 |
: 0130891037 |
ISBN-13 |
: 9780130891037 |
Rating |
: 4/5 (37 Downloads) |
Synopsis Digital Control Using Digital Signal Processing by : Farzad Nekoogar
This text introduces digital control systems and demonstrates how to analyze and design these systems. It shows how to use DSPs to implement controllers designed with both classical frequency domain techniques and modem state variable methods. Computer-aided analysis and design tools, like MATLAB, are used throughout, and the basic mathematics of digital control systems are presented early, so users have the grounding they need to solve real-world problems. Classical design techniques for compensators are explained, as is the use of DSPs to implement compensator transfer functions. The book closes with a detailed look at modern state space techniques like pole placement state estimation; the optimal linear quadratic regulator; and a brief discussion of fuzzy logic design.
Author |
: Arthur A. Giordano |
Publisher |
: Wiley-Interscience |
Total Pages |
: 448 |
Release |
: 1985-03-07 |
ISBN-10 |
: UOM:39015009784656 |
ISBN-13 |
: |
Rating |
: 4/5 (56 Downloads) |
Synopsis Least Square Estimation with Applications to Digital Signal Processing by : Arthur A. Giordano
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 |
: Steven M. Kay |
Publisher |
: Prentice Hall |
Total Pages |
: 595 |
Release |
: 1993 |
ISBN-10 |
: 0130422681 |
ISBN-13 |
: 9780130422682 |
Rating |
: 4/5 (81 Downloads) |
Synopsis Fundamentals of Statistical Signal Processing by : Steven M. Kay