PREDICTION OF TRACK PURITY AND TRACK ACCURACY IN DENSE TARGET ENVIRONMENTS

Citation
S. Mori et al., PREDICTION OF TRACK PURITY AND TRACK ACCURACY IN DENSE TARGET ENVIRONMENTS, IEEE transactions on automatic control, 40(5), 1995, pp. 953-959
Citations number
17
Categorie Soggetti
Controlo Theory & Cybernetics","Robotics & Automatic Control","Engineering, Eletrical & Electronic
ISSN journal
00189286
Volume
40
Issue
5
Year of publication
1995
Pages
953 - 959
Database
ISI
SICI code
0018-9286(1995)40:5<953:POTPAT>2.0.ZU;2-V
Abstract
This note is concerned with performance prediction of multiple-target tracking systems, particularly in data-rich, high-target-density envir onments. Two simple but useful expressions are described: i) the expon ential law for predicting average probability of correct data associat ion, and ii) the linear-times-exponential law for calculating the effe ctive measurement error variances with possible data misassociation. E stimation of two key multiple-target tracking performance measures, i. e., track purity and track accuracy, are then derived using these two laws.