학술논문

Tracking a ballistic target by multiple model approach
Document Type
Conference
Source
2009 IEEE Aerospace conference Aerospace conference, 2009 IEEE. :1-14 Mar, 2009
Subject
Aerospace
Components, Circuits, Devices and Systems
Communication, Networking and Broadcast Technologies
Fields, Waves and Electromagnetics
Target tracking
Nonlinear equations
Filtering
Atmospheric modeling
Space vehicles
Kinematics
Probability density function
Terrestrial atmosphere
Aerodynamics
Atmospheric measurements
Language
ISSN
1095-323X
Abstract
Radar tracking of a ballistic object flying in the Earth's atmosphere is a very complex issue to cope with, due to the need of (suboptimal) nonlinear filtering techniques. When the characteristics of the target are poorly known, and an identification problem is added, a solution is represented by a multiple model approach. This paper investigates the problem by evaluating a number of parameters which affect the solution. The multi modal approach is compared with a generic extended Kalman filter. A theoretical limit for the performance is computed by means of the posterior Cramér-Rao lower bound.