摘要
通信目标行为分析是电磁空间目标感知的重要组成部分,提升对电磁空间目标的感知能力对于拨开电磁迷雾继而掌握电磁空间主动权具有重要意义。针对动态变化的电磁空间环境对通信目标行为分析带来的实时性和准确性挑战,提出了一种基于知识图谱的通信目标行为分析方法。在明确通信目标行为概念和分类的基础上,知识图谱可以通过捕捉通信目标行为中的关键信息,提高分析推理的准确性和效率。最后,在不同实验条件下,仿真验证了所提方法带来的增益。
Behavior analysis of communication targets is an important part of electromagnetic space target perception,and it’s of great significance to improve the perception ability of electromagnetic space targets to push the electromagnetic fog aside and then grasp the initiative in electromagnetic space.In view of the challenges of real-time and accuracy brought by the dynamically changing electromagnetic space environment to the behavior analysis of communication targets,a communication target behavior analysis method based on knowledge graph is proposed.On the basis of clarifying the concept and classification of communication target behaviors,knowledge graphs can improve the accuracy and efficiency of analysis and reasoning by capturing key information in communication target behaviors.Finally,the gains brought by the proposed method are verified by simulation under different experimental conditions.
作者
张邢昀
田乔宇
卢煜程
丁国如
ZHANG Xingyun;TIAN Qiaoyu;LU Yucheng;DING Guoru(Army Engineering University of PLA,Nanjing Jiangsu 210007,China)
出处
《通信技术》
2024年第7期701-710,共10页
Communications Technology
基金
国家自然科学基金:复杂电磁环境下频谱智能管控理论与技术研究(U20B2038)。
关键词
电磁空间目标
目标感知
知识图谱
通信目标行为分析
electromagnetic space target
target perception
knowledge graph
communication target behavior analysis
