Research and application on NFE model of multi-sensor information fusion

被引：0

作者：

Zong H. ^{[1
]}

Zong C.-G. ^{[1
]}

Yu C.-J. ^{[1
]}

Quan T.-F. ^{[1
]}

机构：

[1] Institute of Electronic Engineering Technology, Harbin Institute of Technology

来源：

Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology | 2010年 / 32卷 / 03期

关键词：

Expert system; Fuzzy reasoning; Information fusion; Neural networks;

D O I：

10.3724/SP.J.1146.2009.00249

中图分类号：

学科分类号：

摘要：

Aiming at information fusion problem under complex environment, an intellectualized information fusion model, NFE model, which is an organic combination of Neural network, Fuzzy reasoning and Expert system is proposed. The necessity of constructing a complete three-dimensional intelligent information fusion model is analyzed from an engineering perspective. Considering various factors including sensor performance, weather situation, electronic interfere and clutter intensity that effect the credibility of sensors, analysis for weights of sensors is provided and credibility estimator is designed. Simulation experiments prove that the NFE model could realize target recognition effectively under the circumstances of low confidence and sensor fault etc.

引用

页码：522 / 527

页数：5

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