Technique for radar and infrared search and track data fusion

被引:12
作者
Quaranta, Carlo [1 ]
Balzarotti, Giorgio [1 ]
机构
[1] IRST Skyward, Radar & Adv Targeting LoB, Selex ES, I-20014 Nerviano, MI, Italy
关键词
multisensor target tracking; joint probabilistic data association; interacting multiple model; data fusion; infrared search and track; radar;
D O I
10.1117/1.OE.52.4.046401
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
An algorithm for the fusion of data used for target search and tracking originated by a bidimensional radar and infrared search and track is proposed and described. To permit a fusion process between two systems whose measurements are not completely comparable, a new strategy for mixing the system states is introduced, thus obtaining a set of homogeneous measurements. We describe the rationale behind the method and develop mathematical aspects necessary to obtain the equation for the fusion of tracking data. An analysis of the estimation errors associated with the proposed model is also described. Some simulation results demonstrate the capabilities of the presented technique. (C) The Authors. Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
引用
收藏
页数:13
相关论文
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