Interference Mitigation and Power Consumption Reduction for Cell Edge users in Future Generation Networks

Christopher O. Uloh, E. Ubom, Akaniyene U. Obot, Ubong Ukommi
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Abstract

In 5G heterogeneous networks (HetNets), a unique and promising option to address the growing demand for higher data rates is network densification of small cells (SCs) and macro cells (MCs). Unfortunately, the 5G HetNets are suffering severe issues due to the interference caused by these densely populated SCs and their high-power consumption. To lessen interference and boost network throughput, a New Soft Frequency Reuse (NSFR) technique is put forth in this work. The proposed scheme uses the Soft Frequency Reuse (SFR) for on/off switching of the SCs according to their Interference Contribution Rate (ICR) values. By splitting the cell region into edge and center zones, it resolves the interference issue caused by the densely packed SCs. Moreover, SC on/off switching addresses the issue of excessive power consumption and improves the 5G network's power efficiency. Furthermore, this work tackles the irregular shape nature problem of 5G HetNets and compares two different proposed shapes for the centre zone of the SC, existing irregular and proposed circular shapes. Additionally, the optimum radius of the centre zone, which maximizes the total system data rate, is obtained. A comparative analysis of power consumption, data rate and power efficiency was performed between the NSFR model, the SFR model and the proposed model. The results show that for 1000 number of equipment, the proposed model has a low power consumption of 1.72KW compared to 3.51KW for SFR and 3.73KW for NSFR. Data rate of 12.19kbps compared to 11.42kbps for SFR and 11.09kbps for NSFR. Also, power efficiency of 610kbps/W compared to 572kbps/W for SFR and 560kbps/W for NSFR. These results imply that the interference mitigation handled by the proposed scheme improves by approximately 22%.
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下一代网络中小区边缘用户的干扰缓解与功耗降低
在 5G 异构网络(HetNets)中,小蜂窝(SC)和宏蜂窝(MC)的网络密集化是满足日益增长的更高数据传输速率需求的一个独特而有前途的选择。遗憾的是,由于这些密集的小基站及其高能耗造成的干扰,5G HetNets 正面临着严重的问题。为了减少干扰并提高网络吞吐量,本研究提出了一种新的软频率重用(NSFR)技术。所提出的方案根据 SC 的干扰贡献率(ICR)值,使用软频率重用(SFR)来开关 SC。通过将蜂窝区域划分为边缘区和中心区,该方案解决了密集 SC 造成的干扰问题。此外,SC 开/关切换解决了功耗过高的问题,提高了 5G 网络的能效。此外,这项工作还解决了 5G HetNets 的不规则形状问题,并比较了 SC 中心区的两种不同形状:现有的不规则形状和建议的圆形形状。此外,还获得了可最大化系统总数据速率的中心区最佳半径。对 NSFR 模型、SFR 模型和建议的模型之间的功耗、数据传输率和功率效率进行了比较分析。结果表明,在设备数量为 1000 的情况下,与 SFR 的 3.51 千瓦和 NSFR 的 3.73 千瓦相比,拟议模型的功耗较低,仅为 1.72 千瓦。数据传输速率为 12.19kbps,而 SFR 和 NSFR 分别为 11.42kbps 和 11.09kbps。此外,功率效率为 610kbps/W,而 SFR 和 NSFR 分别为 572kbps/W 和 560kbps/W。这些结果表明,拟议方案的干扰缓解能力提高了约 22%。
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