5G_Secure_Beam_Alignment_Dataset.csv

The <b>5G Secure Beam Alignment Dataset</b> comprises 1000 records capturing various aspects of secure beamforming in a 5G network environment. Each entry includes user location coordinates (X, Y, Z), transmission and reception beam identifiers, and critical signal parameters like RSRP (Reference Signal Received Power), SNR (Signal-to-Noise Ratio), and Path Loss. Additionally, the dataset incorporates features related to eavesdropping, such as the distance of a potential eavesdropper, the received power at their location, and the computed secrecy capacity—an essential metric for ensuring communication confidentiality. The <code>Beam_Selection_Label</code> represents the optimal beam configuration for secure transmission, supporting research and modeling in secure and efficient 5G beam alignment strategies. ​

<b>5G安全波束对准数据集（5G Secure Beam Alignment Dataset）</b>包含1000条记录，覆盖5G网络环境下安全波束成形的各类应用场景。每条记录均包含用户位置坐标（X、Y、Z）、发射与接收波束标识符，以及参考信号接收功率（Reference Signal Received Power, RSRP）、信噪比（Signal-to-Noise Ratio, SNR）、路径损耗（Path Loss）等关键信号参数。此外，该数据集还纳入了与窃听相关的特征项：潜在窃听者的距离、其所在位置的接收功率，以及用于保障通信保密性的核心评估指标——计算得到的保密容量（secrecy capacity）。<code>Beam_Selection_Label</code>代表适用于安全传输的最优波束配置，可为安全高效的5G波束对准策略的研究与建模提供有力支撑。