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Anton J. Haug - Bayesian Estimation and Tracking: A Practical Guide - 9780470621707 - V9780470621707
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Bayesian Estimation and Tracking: A Practical Guide

€ 146.22
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Description for Bayesian Estimation and Tracking: A Practical Guide Hardcover. A practical approach to estimating and tracking dynamic systems in real-worl applications Much of the literature on performing estimation for non-Gaussian systems is short on practical methodology, while Gaussian methods often lack a cohesive derivation. Num Pages: 400 pages, Illustrations. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 165 x 243 x 24. Weight in Grams: 694.

A practical approach to estimating and tracking dynamic systems in real-worl applications

Much of the literature on performing estimation for non-Gaussian systems is short on practical methodology, while Gaussian methods often lack a cohesive derivation. Bayesian Estimation and Tracking addresses the gap in the field on both accounts, providing readers with a comprehensive overview of methods for estimating both linear and nonlinear dynamic systems driven by Gaussian and non-Gaussian noices.

Featuring a unified approach to Bayesian estimation and tracking, the book emphasizes the derivation of all tracking algorithms within a Bayesian framework and describes effective numerical methods for evaluating density-weighted ... Read more

Case studies are employed to showcase applications of the discussed topics. In addition, the book supplies block diagrams for each algorithm, allowing readers to develop their own MATLAB® toolbox of estimation methods.

Bayesian Estimation and Tracking is an excellent book for courses on estimation and tracking methods at the graduate level. The book also serves as a valuable reference for research scientists, mathematicians, and engineers seeking a deeper understanding of the topics.

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Product Details

Format
Hardback
Publication date
2012
Publisher
John Wiley & Sons Inc United Kingdom
Number of pages
400
Condition
New
Number of Pages
400
Place of Publication
New York, United States
ISBN
9780470621707
SKU
V9780470621707
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50

About Anton J. Haug
ANTON J. HAUG, PhD, is member of the technical staff at the Applied Physics Laboratory at The Johns Hopkins University, where he develops advanced target tracking methods in support of the Air and Missile Defense Department. Throughout his career, Dr. Haug has worked across diverse areas such as target tracking; signal and array processing and processor design; active and passive ... Read more

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