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    面向非合作无线网络的拓扑感知技术分析

    Analysis of Topology Sensing Technology for Non-collaborative Wireless Networks

    • 摘要: 战场环境下对于非合作方信息获取困难、感知精度低, 难以对网络拓扑和关键节点等网络参数进行推理, 进而影响了战场决策的制定. 给出了对抗场景下的拓扑感知框架, 分析了拓扑感知技术的研究现状, 总结了该技术面临的3 大挑战, 分别介绍了格兰杰因果、霍克斯过程、传输熵3 种常用的拓扑感知方法, 给出了合理的拓扑感知系统设计, 并探讨了发展趋势.

       

      Abstract: In the battlefield environment, it is dicult to obtain information of non-partners and infer network parameters such as topology and key nodes, which further a ects the decision-making of battlefield. This paper presents a topology sensing framework in adversarial scenario, analyzes the research status of topology sensing technology and summarizes the challenges faced by this technology. Then, three common topology sensing methods are introduced: Granger causality, Hawkes process and transfer entropy. Further, a reasonable design of topology sensing system is given. Finally, the development trend of topology sensing is discussed.

       

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