DocumentCode
451041
Title
Performance analysis of optimal data association within a linear regression framework
Author
Bavencoff, Frdric ; Vanpeperstraete, Jean-michel ; Cadre, J.-P.L.
Author_Institution
Thales Airborne Syst., Elancourt, France
Volume
1
fYear
2005
fDate
25-28 July 2005
Abstract
This paper is concerned with performance prediction of multiple target tracking system and especially with the analysis of track purity. Effects of misassociation is considered so as to provide closed-form expressions of the probability of correct association. The linear regression framework is used throughout and provides powerful tools.
Keywords
linear systems; probability; regression analysis; sensor fusion; target tracking; association probability; closed-form expression; linear regression framework; multiple target tracking system; optimal data association; Closed-form solution; Guidelines; Linear regression; Particle measurements; Performance analysis; Position measurement; Radar tracking; Target tracking; Time measurement; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2005 8th International Conference on
Print_ISBN
0-7803-9286-8
Type
conf
DOI
10.1109/ICIF.2005.1591920
Filename
1591920
Link To Document