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Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems
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Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems
Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems
Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems
Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems
Introduction to Identification: Dover Books on Electrical Engineering - Essential Guide for Students & Professionals in Circuit Analysis & Control Systems
$10.7
$14.27
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Description
Advanced undergraduates and graduate students of electrical, chemical, mechanical, and environmental engineering will appreciate this text for a course in systems identification. In addition to the theoretical basis for mathematical modeling, it covers a variety of tried-and-true identification algorithms and their applications. Moreover, its broad view and fairly modest mathematical level offer readers a quick appraisal of established methods and their limitations. In addition to surveys covering classical methods of identification — including impulse, step, and sine-wave testing — and identification based on correlation function, the text examines least-squares model fitting, statistical properties of estimators, optimal estimation, and Bayes and maximum-likelihood estimators. Other topics include experiment design and choice of model structure as well as model validation. Numerical examples show students how to apply the modeling theories, and a chapter on specialized topics introduces research areas.
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5
There have been many books written on system identification such as those by Ljung and by Sage and Melsa. Many of the classic works consider the simple problem of finding the parameter "a" which is embedded in the differential equation dx/dt=ax+bu for example. One measures y=ex+w foe example and is asked to determine "a". Simple, but frustrating at times. The classic, at least now classic, approach is to use a Kalman or extended Kalman filter.This book addresses this problem in detail. Yet it delays until the last portion of the book the now classic methods and in the first sections it rambles failing to provided any sense of structure. The author clearly understands the topic but he consistently fails to convey the message. He introduces examples which could be excellent opportunities to develop the theory but after the introductions he just leaves the reader flat.The book lacks structure, detail, motivation, and on and on. He refers to my own text of almost 40 years ago now and yet even there and then we had introduced the modern view of identification. I hope Dover can reintroduce some of the better texts since this topic is current in many fields especially genomics which consider active secondary pathways and epigentic dynamics

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