基于目标跟踪的信息反馈融合方法研究  

Research on Information Feedback Fusion Method Based on Target Tracking

作　　者：张新英[1] 王焱春 梁芬[1] Zhang Xinying1,Wang Yanchun2,Liang Fen1(1. School of Information and Business, Zhongyuan University of Technology, Zhengzhou Henan 451191 ; 2. Zhengzhou Water Investment holding Co. Ltd., Zhengzhou Henan 45000)

机构地区：[1]中原工学院信息商务学院,河南郑州451191 [2]郑州自来水投资控股有限公司,河南郑州450000

出　　处：《创新科技》2018年第5期71-74,共4页Innovation science and technology

基　　金：河南省高等学校重点科研项目(17A413014);中原工学院信息商务学院科研项目(ky1615)

摘　　要：针对目标跟踪问题环境的复杂性,信息的多样性,传统的信息融合方法有很多弊端,本文将反馈融合思想引入到传统的信息融合框架,提出了基于目标跟踪的信息反馈融合系统,利用信息反馈融合方法为指导,针对不同目标跟踪场景中传统跟踪技术的技术瓶颈,提出相应的改进方法。经过多次仿真验证,基于目标跟踪的信息反馈融合系统进一步提高了历史融合信息的整体利用率,并且可以得到精度更高、鲁棒性更好的融合估计效果。In view of the complexity of target tracking problem environment and the diversity of information, the traditional information fusion methods have many drawbacks. In this paper, the idea of feedback fusion was introduced into the traditional information fusion framework, and an information feedback fusion system based on target tracking was proposed. By using the information feedback fusion method as guidance, a corresponding improvement method was put forward aiming at the technical bottleneck of the traditional tracking technology in different target tracking scenes. After multiple times of simulation and verification, the information feedback fusion system based on target tracking further improved the overall utilization rate of historical fusion information, and can obtain better fusion estimation effect with higher accuracy and better robustness.

关 键 词：复杂系统 目标跟踪 信息融合 反馈控制 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]