Applied State Estimation And Association
Download and Read Applied State Estimation And Association full books in PDF, ePUB, and Kindle. Read online free Applied State Estimation And Association ebook anywhere anytime directly on your device. We cannot guarantee that every ebooks is available!
Applied State Estimation and Association
Author | : Chaw-Bing Chang |
Publisher | : MIT Press |
Total Pages | : 473 |
Release | : 2023-08-15 |
Genre | : Technology & Engineering |
ISBN | : 0262548917 |
Download Applied State Estimation and Association Book in PDF, Epub and Kindle
A rigorous introduction to the theory and applications of state estimation and association, an important area in aerospace, electronics, and defense industries. 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.
Applied State Estimation and Association Related Books
Pages: 473
Pages: 381
Pages: 554
Pages: 440
Pages: 484