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无线局域网电磁频谱通联关系数字孪生研究OA

Research on the digital twin of communication relationships in the electromagnetic spectrum of wireless local area networks

中文摘要英文摘要

针对当前电磁频谱通联关系的数字孪生研究相对薄弱的问题,围绕通联关系数字孪生方法开展研究,面向无线局域网场景,提出了一种融合不完全合作先验信息利用、节点信号分离与通联关系推理的电磁频谱通联关系数字孪生架构.该架构突破通联关系特征时间尺度的多源异构设备数据对齐、高速采样电磁信号的通联关系表征等关键挑战,并搭建电磁频谱通联关系数字孪生系统以直观展现数字孪生效果,最终在实采Wi-Fi 6信号数据上测试了电磁频谱通联关系的数字孪生效果.实验结果表明,所提方法能有效实现无线局域网电磁频谱通联关系的数字孪生,在耗时0.26 s下达到98%的准确率.

In response to the insufficient research on digital twins for electromagnetic spectrum communication relation-ships,digital twin methodologies for communication-link modeling were explored,and a digital twin framework for communication links in wireless local area networks was proposed by integrating incomplete cooperative prior exploita-tion,node signal separation,and link inference.The framework addressed two key challenges,multi-source heteroge-neous data alignment across link-related time scales and link representation from high-rate sampled electromagnetic sig-nals.A digital twin system was further developed to visually present the inferred communication links.The digital twin of electromagnetic spectrum communication relationships for Wi-Fi 6 signals was tested.The experimental results show that the proposed method effectively enables digital twin modeling for wireless local area network spectrum communica-tion,achieving 98%accuracy with a runtime of 0.26 s.

周志超;侯长波;孟国敬;宋振;钮振宇

哈尔滨工程大学信息与通信工程学院,黑龙江 哈尔滨 150001哈尔滨工程大学信息与通信工程学院,黑龙江 哈尔滨 150001||哈尔滨工程大学先进船舶通信与信息技术工业和信息化部重点实验室,黑龙江 哈尔滨 150001哈尔滨工程大学信息与通信工程学院,黑龙江 哈尔滨 150001哈尔滨工程大学信息与通信工程学院,黑龙江 哈尔滨 150001哈尔滨工程大学信息与通信工程学院,黑龙江 哈尔滨 150001

信息技术与安全科学

电磁频谱数字孪生智能频谱感知通联关系拓扑推理Wi-Fi 6通用软件无线电外设

electromagnetic spectrum digital twinintelligent spectrum sensingcommunication relationshiptopology inferenceWi-Fi 6USRP

《通信学报》 2026 (5)

78-90,13

国家自然科学基金资助项目(No.U23A20271)中央高校基本科研业务费基金资助项目(No.3072025ZN0801) The National Natural Science Foundation of China(No.U23A20271),The Fundamental Research Funds for the Central Universities(No.3072025ZN0801)

10.11959/j.issn.1000-436x.TXXB250607

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