现代防御技术2025，Vol.53Issue(2)：74-81,8.DOI:10.3969/j.issn.1009-086x.2025.02.008
一种面向体系作战的目标群体类型判识方法
A Method of Target Group Type Identification Oriented System Combat
赵文栋 1张明智 2郭圣明2
作者信息
- 1. 中国人民解放军61267部队,北京 101114||国防大学 联合作战学院,北京 100091
- 2. 国防大学 联合作战学院,北京 100091
- 折叠
摘要
Abstract
In order to assist commanders in making decisions efficiently,this paper makes researches on the grouping of operational targets in situation awareness.Aiming at the characteristics of numerous targets,different functions and complex interrelationships in the operational system of systems,the graph matching idea is used to solve the target group type identification problem.A graph-based target group representation method is proposed,where the target is abstracted as a node and the interrelation is abstracted as an edge,which depicts the targets and their mutual relationship.A graph matching network model is designed to identify the type of target group.The model can jointly learn the vector representation of the group to be identified and the group of known types.The type of target group can be identified by calculating the similarity between the two groups.Experimental results show that the proposed method can efficiently identify the type of target groups.关键词
态势感知/目标群体/图匹配网络/相似性计算/图神经网络/注意力机制Key words
situation awareness/target group/graph matching networks/similarity computation/graph neural network/attention mechanism分类
信息技术与安全科学引用本文复制引用
赵文栋,张明智,郭圣明..一种面向体系作战的目标群体类型判识方法[J].现代防御技术,2025,53(2):74-81,8.
