NS-3毫米波通信调度器性能比较

Victor Lamboy Sinaga, Rakhmat Yuniarto, T. Hermawan, R. Harwahyu, R. F. Sari
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摘要

事实证明,毫米波(mmWave)可以满足5G新无线电(NR)的带宽需求。毫米波是一种支持增强型移动宽带(eMBB)、大规模机器类型通信(mMTC)和超可靠低延迟通信(URLLC)的新技术。由于使用频率高,毫米波也有一些不可避免的缺点,如覆盖范围小、信号衰减大、受某些障碍物的限制、对信号质量的影响比较敏感等。本文通过使用轮询、比例公平和最大速率调度器等三种调度器,讨论了使用毫米波发送或接收数据包时信号质量对5G性能的影响。信号质量将影响所采用的调制编码方案(MCS)的价值。我们基于该场景使用NS-3进行的实验表明,在相同的位置和ue数量下,使用Round Robin和Max Rate的性能吞吐量可以达到最大吞吐量,并且信号强度优异。使用比例公平只能达到最大吞吐量的50%。另一方面,使用比例公平调度程序会导致弱信号不稳定。使用轮询调度,吞吐量更稳定。与使用Max Rate调度器的结果不同,与其他UE相比,信号质量最好的UE是唯一获得资源分配的UE。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Comparison of Schedulers in MmWave Communication using NS-3
Millimeter-wave (mmWave) has proven to provide the bandwidth requirement for the new radio (NR) on 5G. MmWave has been developed as a new technology to support enhanced mobile broadband (eMBB), massive machine-type communication (mMTC), and ultra-reliable low latency communication (URLLC). Since using a high frequency, mmWave also has some disadvantages that could not be avoided, such as small coverage, high signal attenuation, limited against some obstacles, and sensitive to the influence of signal quality. This paper discusses the effect of signal quality on 5G performance using mmWave while sending or receiving packet data by using three types of the scheduler, such as Round Robin, Proportional Fairness, and Max Rate scheduler. Signal quality will impact the value of modulation and coding scheme (MCS) that will be used. Our experiments using NS-3 based on the scenario showed that in the same location and number of UEs, performance throughput using Round Robin and Max Rate with excellent signal strength could reach the maximum throughput. The use of Proportional Fairness could lead only to reaching 50% of the maximum throughput. On the other hand, the use of the Proportional Fairness scheduler causes the weak signal to be unstable. Using Round Robin scheduler, the throughput is more stable. Different from the result using the Max Rate scheduler, the UE with the best signal quality compared to other UEs, was the only UE that get the resources allocation.
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