Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
The 31st ISCIE International Symposium on Stochastic Systems Theory and Its Applications (Nov. 1999, Yokohama)
High-accurate Tracking of a Maneuvering Target Using Extended Kalman Filter
Akira OhsumiSeïichi Yasuki
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2000 Volume 2000 Pages 247-252

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Abstract
In this paper, an effective tracking method for constant speed maneuvering targets which move on the 2-dimensional plane is proposed utilizing kinematic constraints of the target effectively. First, dynamics of maneuvering target are derived. Kinematic constraints which express target's characteristics are incorporated into not dynamics but measurement equation as pseudo-measurements. Based on the extended Kalman filtering theory, the tracking filter is derived from the linear dynamics and the augmented nonlinear measurement equation. The effectiveness of the proposed method is examined by numerical simulations.
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© 2000 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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