基于5G的露天矿频域频谱聚合技术优化模型设计

    Design of optimization model for frequency domain spectrum fusion technology in open-pit mines based on 5G

    • 摘要: 对露天矿频域资源进行整合时,资源分配过程具有静态性与模糊性,导致露天矿通信环境中频谱资源利用效率低,存在允许接入的用户个数和频谱利用率皆较低的问题,因此,提出了基于5G的露天矿频域频谱聚合技术优化模型设计。通过分析5G露天矿频域的频段及传输特性,计算出频域的空闲频段,得到频谱跨度空闲频谱带宽总个数,根据不同用户对频域的需求,通过用户的位置及频率覆盖的距离,计算频域频谱聚合优先级,以保证用户个数最大化的前提下使空闲频段频谱利用率最优化为目标,完成露天矿频域频谱聚合。实验结果表明,随着频谱跨度增加,允许接入的用户个数和频谱利用率均有所提高,频谱利用率上限约为97%。该模型在露天矿复杂通信环境下表现出了良好性能,具有较好的鲁棒性。

       

      Abstract: When integrating frequency domain resources in open-pit mines, the resource allocation process has static and fuzzy characteristics, resulting in low spectrum resource utilization efficiency in the communication environment of open-pit mines. There are problems such as low number of users allowed to access and low spectrum utilization rate. Therefore, a 5G based optimization model design for open-pit mine frequency domain fusion technology is proposed. By analyzing the frequency bands and transmission characteristics of the 5G open-pit mine frequency domain, the idle frequency bands in the frequency domain are calculated, and the total number of idle spectrum bandwidths across the spectrum is obtained. Based on the frequency domain requirements of different users, the frequency domain spectrum fusion priority level is calculated by the user’s location and frequency coverage distance, with the goal of optimizing the utilization rate of idle frequency bands while maximizing the number of users, to complete the frequency domain spectrum fusion of open-pit mines. The experimental results show that as the spectrum span increases, the number of allowed access users and spectrum utilization rate both increases, with the upper limit of spectrum utilization rate being about 97%. This model has demonstrated good performance and robustness in complex communication environments of open-pit mines.

       

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