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
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;
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
DOI :
10.1109/ICMTMA.2010.333