Target Association Algorithm and Simulation for Radar and AIS Based on BP Network

Authors

Xiaolong Zhang, Jimei University, Xiamen 361021, China;
Jiachun Zheng, Jimei University, Xiamen 361021, China;
Changchuan Lin, Jimei University, Xiamen 361021, China;
Xiaorui Hu, Jimei University, Xiamen 361021, China;
Qiaoping Chen, Jimei University, Xiamen 361021, China;
Shuangshuang Zhu, Jimei University, Xiamen 361021, China;

Abstract

Abstract: Radar and AIS (Automatic Identification System) are two kinds of important equipment to obtain targets information in marine traffic, but the content and accuracy of both information are different, which can complement for each other in a certain sense. To hand more reliable and precise of the targets information, information fusion is necessary, and targets association decision is the indispensable stage in the whole process. According to multi-sensor information fusion theory and principle of BP neural network, a targets association algorithm of radar and AIS based on BP network was proposed, after the discussion of net structure design, simulation results validate the proposed algorithm's availability and effectiveness by Matlab software application.

Recommended Citation

Zhang, Xiaolong; Zheng, Jiachun; Lin, Changchuan; Hu, Xiaorui; Chen, Qiaoping; and Zhu, Shuangshuang (2020) "Target Association Algorithm and Simulation for Radar and AIS Based on BP Network," Journal of System Simulation: Vol. 27: Iss. 3, Article 9.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol27/iss3/9

First Page

506

Revised Date

2014-10-30

DOI Link

https://doi.org/

Last Page

514

CLC

TP391.9

Recommended Citation

Zhang Xiaolong, Zheng Jiachun, Lin Changchuan, Hu Xiaorui, Chen Qiaoping, Zhu Shuangshuang. Target Association Algorithm and Simulation for Radar and AIS Based on BP Network[J]. Journal of System Simulation, 2015, 27(3): 506-514.