DocumentCode
2299153
Title
Multiple Platforms and Targets Data Fusion Technology Based on Weighted Least Squares Fit and Ant Colony Algorithm
Author
Yi Xiao ; Liu Yu ; Deng Lu
Author_Institution
Res. Inst. of Inf. Fusion, Naval Aeronaut. & Astronaut. Univ., Yantai, China
Volume
2
fYear
2010
fDate
13-14 March 2010
Firstpage
744
Lastpage
747
Abstract
By Transmitting real-time tactical message among sensors, the command and control units and weapon platforms, datalink is an effective method to meet the need of information interchanging. In the research of data link, multiple platforms and targets data fusion technology is the intractable and focal point. Aiming at tracing unitized and clear battlefield situation map, based on weighted least squares fit and ant colony algorithm, a target data fusion technology in datalink system is proposed in this paper. With the constructed model, simulation result shows that the proposed algorithm is feasible and effective.
Keywords
combinatorial mathematics; command and control systems; least squares approximations; sensor fusion; ant colony algorithm; command and control unit; datalink system; real-time tactical message; targets data fusion technology; weighted least squares fit; Equations; Extraterrestrial measurements; Information processing; Least squares methods; Monitoring; Sampling methods; Space technology; TV; Target tracking; Weapons; ant colony algorithm; datalink; target data association; weighted least squares fit;
fLanguage
English
Publisher
ieee
Conference_Titel
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location
Changsha City
Print_ISBN
978-1-4244-5001-5
Electronic_ISBN
978-1-4244-5739-7
Type
conf
DOI
10.1109/ICMTMA.2010.333
Filename
5459801
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