Title :
The research on multi-target matching
Author :
Guiyan Pei ; Donghua Cui ; Junjie Li ; Mingyu Xia
Author_Institution :
China Marine Dev. & Res. Center, Beijing, China
Abstract :
In the simulation training of intelligence processing system, multi-target theoretical tracks should be matched to the actual multi-target tracks generated by referring to the targets´ route parameters. Research on multi-target matching is conducted through an example in this paper. The importance of selecting matching variables is proved by adopting two different methods. With the multi-target matching treated as the assignment problem, the Hungarian algorithm is applied to multi-target matching to get the optimal solution. The simulation results show that the Hungarian algorithm is an effective method for solving multi-target matching problem.
Keywords :
optimisation; pattern matching; Hungarian algorithm; intelligence processing system; multitarget matching; simulation training; Artificial intelligence; Azimuth; Fires; Linear matrix inequalities; Target tracking; Training; Hungarian algorithm; assignment method; multi-target matching;
Conference_Titel :
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location :
Harbin, Heilongjiang, China
Print_ISBN :
978-1-61284-087-1
DOI :
10.1109/EMEIT.2011.6023383