JOURNAL ARTICLE

<title>Tracking a maneuvering target in spherical coordinates</title>

A. P. DouglasJeffrey A. BlanchardM.T. Grabbe

Year: 2003 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 5082 Pages: 53-64   Publisher: SPIE

Abstract

This paper presents an Extended Kalman Filter for tracking a maneuvering target, where the kinematics of a typical target aircraft maneuver have been incorporated into the filter state equations. Such a formulation allows the target's motion to be accurately determined through estimation of heading and lateral acceleration. This is an improvement over the the typical approach of modeling target motion with acceleration terms represented by random processes, such as that used in the Singer model. In the following pages, a three-dimensional target maneuver model is formulated in conjunction with the kinematic equations of a sensor tracking a target in spherical coordinates. Three degree-of-freedom simulation results of the proposed filter, simplified for planar target maneuvers, are compared to a filter modeling target motion with the Singer model.

Keywords:
Heading (navigation) Kinematics Kalman filter Tracking (education) Acceleration Control theory (sociology) Filter (signal processing) Computer science Extended Kalman filter Motion (physics) Computer vision Artificial intelligence Engineering Physics Control (management) Aerospace engineering

Metrics

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Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.13
Citation Normalized Percentile
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Topics

Target Tracking and Data Fusion in Sensor Networks
Physical Sciences →  Computer Science →  Artificial Intelligence
Guidance and Control Systems
Physical Sciences →  Engineering →  Aerospace Engineering
Aerospace and Aviation Technology
Physical Sciences →  Engineering →  Aerospace Engineering

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