Title :
Simulation Study for Observation of Space Reentry Vehicles Based on UKF
Author :
Jian Lu ; Demin Xu ; Lichuan Zhang ; Junbing Li
Author_Institution :
Coll. of Marine Eng., Northwestern Polytech. Univ., Xi´an, China
Abstract :
Reliable observation of space reentry vehicles is an issue which is worthy of concerning and discussing undoubtedly. The ballistic missile is a typical space reentry vehicle, and it flights along a destined trajectory with a high speed and may maneuver. The motion of the ballistic mission can be approximated by the interaction of the basic motion models that have the simpler forms, and can be observed through using ground radars and optical sensors. After the approximate motion models and observations are brought into the framework of UKF who aims at nonlinear estimation problems specially, the estimate track of the ballistic missile can be implemented. This paper describes the motion model of the ballistic missile firstly, and then the measurement equations of the different sensors and the basic model of the motion body are given out, and then the algorithms of interacting multiple model and UKF are expatiated on, and finally the estimate track is achieved in a simulation system and a conclusion is drawn.
Keywords :
Kalman filters; aerospace simulation; ballistics; missiles; nonlinear estimation; optical sensors; reliability; UKF; approximate motion model; ballistic missile trajectory; ballistic mission; ground radar; measurement equation; nonlinear estimation problem; optical sensor; space reentry vehicle observation reliability; Laser radar; Mathematical model; Missiles; Radar tracking; Target tracking; Vehicles; UKF; ballistic missile; interacting multiple model; nonlinear estimation; simulation; space reentry vehicle;
Conference_Titel :
Network Computing and Information Security (NCIS), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-61284-347-6
DOI :
10.1109/NCIS.2011.181