Applied State Estimation and Association PDF
By:Chaw-Bing Chang,Keh-Ping Dunn
Published on 2016-07-08 by MIT Press
Applied state estimation and association is an important area for practicing engineers in aerospace, electronics, and defense industries, used in such tasks as signal processing, tracking, and navigation. This book offers a rigorous introduction to both theory and application of state estimation and association. It takes a unified approach to problem formulation and solution development that helps students and junior engineers build a sound theoretical foundation for their work and develop skills and tools for practical applications. Chapters 1 through 6 focus on solving the problem of estimation with a single sensor observing a single object, and cover such topics as parameter estimation, state estimation for linear and nonlinear systems, and multiple model estimation algorithms. Chapters 7 through 10 expand the discussion to consider multiple sensors and multiple objects. The book can be used in a first-year graduate course in control or system engineering or as a reference for professionals. Each chapter ends with problems that will help readers to develop derivation skills that can be applied to new problems and to build computer models that offer a useful set of tools for problem solving. Readers must be familiar with state-variable representation of systems and basic probability theory including random and stochastic processes.
This Book was ranked at 23 by Google Books for keyword Applied.
Book ID of Applied State Estimation and Association's Books is BcupDAAAQBAJ, Book which was written byChaw-Bing Chang,Keh-Ping Dunnhave ETAG "9Y8aUSFClx4"
Book which was published by MIT Press since 2016-07-08 have ISBNs, ISBN 13 Code is 9780262335065 and ISBN 10 Code is 0262335069
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Book which have "472 Pages" is Printed at BOOK under CategoryTechnology and Engineering
Book was written in en
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