Beyond the Kalman Filter by Branko Ristic

Beyond the Kalman Filter by Branko Ristic

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Summary

'Beyond the Kalman Filter' introduces the latest advances in particle filter theory, discusses their relevance to defence surveillance systems, and examines defence-related applications of particle filters to nonlinear and non-Gaussian problems.

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Beyond the Kalman Filter by Branko Ristic

With this hands-on guide, you can develop more accurate and reliable nonlinear filter designs and more precisely predict the performance of these designs. You can also apply particle filters to tracking a ballistic object, detection and tracking of stealthy targets, tracking through the blind Doppler zone, bi-static radar tracking, passive ranging (bearings-only tracking) of manoeuvering targets, range-only tracking, terrain-aided tracking of ground vehicles, and group and extended object tracking.

Branko Ristic is at the Defence Science and Technology Organisation, Australia

Defence Science and Technology Organisation, Australia
SKU Unavailable
ISBN 13 9781580536318
ISBN 10 158053631X
Title Beyond the Kalman Filter
Author Branko Ristic
Condition Unavailable
Publisher Artech House Publishers
Year published 2004-01-31
Number of pages 318
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note Unavailable