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Wiley Estimation with Applications to Tracking and Navigation: Theory Algorithms and Software

Name: Estimation with Applications to Tracking and Navigation: Theory Algorithms and Software
Brand: Wiley

AI & Machine Learning

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Expert coverage of the design and implementation of state estimation algorithms for tracking and navigation Estimation with Applications to Tracking and Navigation treats the estimation of various quantities from inherently inaccurate remote observations. It explains state estimator design using a balanced combination of linear systems, probability, and statistics. The authors provide a review of the necessary background mathematical techniques and offer an overview of the basic concepts in estimation. They then provide detailed treatments of all the major issues in estimation with a focus on applying these techniques to real systems. Other features include: * Problems that apply theoretical material to real-world applications * In-depth coverage of the Interacting Multiple Model (IMM) estimator * Companion DynaEst(TM) software for MATLAB(TM) implementation of Kalman filters and IMM estimators * Design guidelines for tracking filters Suitable for graduate engineering students and engineers working in remote sensors and tracking, Estimation with Applications to Tracking and Navigation provides expert coverage of this important area.

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Brand: Wiley
Format: hardcover
ASIN: 047141655X
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 10 July 2001
Listed Since: 09 February 2007

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Wiley Estimation with Applications to Tracking and Navigation: Theory Algorithms and Software

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