Theory and Practice of Recursive Identification

Lennart Ljung; Torsten Söderström

ISBN 10: 0262620588 / ISBN 13: 9780262620581

Verlag: MIT, 1987

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This books is in Very good condition. There may be a few flaws like shelf wear and some light wear. Bestandsnummer des Verkäufers BCV.0262620588.VG

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Titel: Theory and Practice of Recursive ...

Verlag: MIT

Erscheinungsdatum: 1987

Einband: Softcover

Zustand: very_good

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Methods of recursive identification deal with the problem of building mathematical models of signals and systems on-line, at the same time as data is being collected. Such methods, which are also known as adaptive algorithms or sequential parameter estimation methods, may be applied to a wide spectrum of online adaptive systems, such as devices for signal processing, prediction, or control and are useful for modeling systems in general. For example, they can be used to analyze the demand for power on an electric generating grid and help the grid adjust to continually changing power needs, or applied to the changing conditions of a papermaking plant, or to monitoring pollution in a river. This book provides a comprehensive and systematic framework for developing, describing, and analyzing such recursive algorithms. It has been carefully designed and organized to meet the needs of readers with different objectives. With a myriad of algorithms now in use, it provides a simple and coherent frame of reference for understanding the subject and will serve as a guide to the large number of choices made available by the advent of inexpensive, powerful digital processors. Readers primarily interested in theory will find a detailed development of convergence analysis and asymptotic distribution results. For graduate students it is a basic introduction to the subject. And for engineers interested in practical applications, the book's earlier theory-oriented chapters are equipped with "user's summaries" that provide direct access to the discussion of practical aspects developed in the final three chapters on implementation and applications. The authors are both affiliated with Swedish universities.Lennart Ljung is Professor and Head of the Electrical Engineering Department at Linkoping University, and Torsten Soderstrom is Professor in the Department of Automatic Control and Systems Analysis at Uppsala University. Their book is fifth in The MIT Press Signal Processing, Optimization, and Control Series, edited by Alan S. Willsky.