DocumentCode
803401
Title
Target tracking with two passive infrared non-imaging sensors
Author
Djurovic, Z.M. ; Kovacevic, B.D. ; Dikic, G.D.
Author_Institution
Fac. of Electr. Eng., Univ. of Belgrade, Belgrade
Volume
3
Issue
3
fYear
2009
fDate
5/1/2009 12:00:00 AM
Firstpage
177
Lastpage
188
Abstract
A new solution for target tracking in air space with two infrared (IR) sensors is presented. The principle of triangulation is used as a basic method for range estimation. However, when the target directions are nearly collinear relative to the baseline, this method produces unacceptable results. The problem is solved by introducing the ratio of IR energy adsorbed at the end of a baseline in a measurement vector within the extended Kalman filter type target state estimator. Also, a recursive estimator for the extinction coefficient that describes the influence of the atmosphere is designed. This combination results in a new adaptive structure for simultaneous estimation of target kinematic states and atmospheric parameters. Such a structure performs much better than the standard triangulation method, yielding acceptable results even in the case where target directions are close to the baseline. Simulation and experimental results demonstrate the feasibility and limitations of the proposed approach.
Keywords
Kalman filters; distance measurement; nonlinear filters; optical sensors; remote sensing; state estimation; target tracking; extended Kalman filter; infrared sensors; passive infrared non-imaging sensors; range estimation; recursive estimator; standard triangulation method; target state estimator; target tracking;
fLanguage
English
Journal_Title
Signal Processing, IET
Publisher
iet
ISSN
1751-9675
Type
jour
DOI
10.1049/iet-spr.2008.0068
Filename
4907482
Link To Document