Kovtun Viacheslav, Grochla Krzysztof, Zaitseva Elena, Levashenko Vitaly
Internet of Things Group, Institute of Theoretical and Applied Informatics Polish Academy of Sciences, Gliwice, Poland.
Department of Informatics, University of Žilina, Zilina, Žilina, Slovakia.
Heliyon. 2024 Oct 25;10(21):e39825. doi: 10.1016/j.heliyon.2024.e39825. eCollection 2024 Nov 15.
Economic expediency encourages mobile operators to deploy 5G networks in places with a high concentration of speed-demanding subscribers. In such conditions, sharp fluctuations in the volume of traffic with regulated requirements for the quality of service are inevitable. Note that 5G operates in the millimeter range. Accordingly, the quality of traffic service is affected both by the number of subscribers simultaneously initiating requests from one sector of coverage, and by the appearance of obstacles opaque to radio radiation in the space between the subscriber device and the base station. Effective smoothing of 5G traffic fluctuations, taking into account these disturbing factors, is an urgent task. The goal of this research is to evaluate the service quality parameters in a target area characterized by a specific user density. It takes into account that if the declared QoS requirements for connection speed for users in a network segment deployed within the licensed frequency range for 5G are not met, they can utilize a network segment deployed in the unlicensed high-frequency range for 5G under conditions of free competition. The metric being studied is the probability of session loss in the licensed network segment and the achievable transmission speed in the unlicensed network segment. Based on this, a method for assessing the density of base station deployment in the unlicensed network segment necessary to support the specified user density in the licensed network segment with defined QoS guarantees in terms of bandwidth is formalized. The experiment results showed that the probability of losing sessions with regulated requirements for the quality of service in both network segments, in addition to the base station placement density and subscriber devices, is significantly affected by the minimum data transfer rate, the intensity of obstacles, and the value of the Contention Window.
经济上的考量促使移动运营商在对速度有较高要求的用户密集地区部署5G网络。在这种情况下,流量规模出现大幅波动且对服务质量有严格要求是不可避免的。需要注意的是,5G工作在毫米波频段。因此,流量服务质量既受同时从一个覆盖扇区发起请求的用户数量影响,也受用户设备与基站之间空间中对无线电辐射不透明的障碍物的影响。考虑到这些干扰因素,有效平滑5G流量波动是一项紧迫任务。本研究的目标是评估以特定用户密度为特征的目标区域内的服务质量参数。研究考虑到,如果在5G许可频率范围内部署的网络段中,用户对连接速度的声明QoS要求未得到满足,那么在自由竞争条件下,他们可以利用在5G非许可高频范围内部署的网络段。所研究的指标是许可网络段中的会话丢失概率和非许可网络段中可实现的传输速度。基于此,形式化了一种评估非许可网络段中基站部署密度的方法,该密度是在带宽方面具有定义的QoS保证的情况下,支持许可网络段中指定用户密度所必需的。实验结果表明,除了基站布局密度和用户设备外,两个网络段中服务质量有规定要求时的会话丢失概率还受到最小数据传输速率、障碍物强度和竞争窗口值的显著影响。