☰

Computers & Technology

Computer Science

AI & Machine Learning

Intelligence & Semantics

Estimation with Applications to Tracking and Navigation

Estimation with Applications to Tracking and Navigation

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.
Country USA
Brand Wiley
Manufacturer Wiley-Interscience
Binding Hardcover
ItemPartNumber Illustrated
UnitCount 1
EANs 9780471416555
ReleaseDate 0000-00-00

You might also like...

Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches

Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches

Deep Learning (Adaptive Computation and Machine Learning series)

Deep Learning (Adaptive Computation and Machine Learning series)

Applied Optimal Estimation (The MIT Press)

Applied Optimal Estimation (The MIT Press)

Tracking and Data Fusion: A Handbook of Algorithms

Tracking and Data Fusion: A Handbook of Algorithms

Design and Analysis of Modern Tracking Systems (Artech House Radar Library)

Design and Analysis of Modern Tracking Systems (Artech House Radar Library)

Stochastic Processes and Filtering Theory (Dover Books on Electrical Engineering)

Stochastic Processes and Filtering Theory (Dover Books on Electrical Engineering)

Pattern Recognition and Machine Learning (Information Science and Statistics)

Pattern Recognition and Machine Learning (Information Science and Statistics)

Multiple-Target Tracking with Radar Applications (Artech House Radar Library) (Artech House Radar Library (Hardcover))

Multiple-Target Tracking with Radar Applications (Artech House Radar Library) (Artech House Radar Library (Hardcover))

Foundations of Applied Mathematics

Foundations of Applied Mathematics