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Performance Evaluation of Multiplexed 5G-New Radio Network Services of Different Usage Scenarios

机译:5G-不同使用场景下的新型无线网络服务的性能评估

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5G network use cases is characterized by the International Telecommunication Union-Radiocommunication sector (ITU-R) into three (3) major categories, namely: enhanced Mobile Broadband (eMBB), massive Machine Type Communication (mMTC) and Ultra Reliable Low Latency Communication (URLLC). It is important that 5G-NR supports heterogeneous services across the various use cases with efficient utilization of radio resources while satisfying distinct performance requirements. Hence, this article is focused on the performance evaluation of characterized 5G-NR network services, multiplexed from the three (3) major usage scenarios. These multiplexed network service use cases are classified into two, namely: eMBB-URLLC and eMBB-mMTC. Thus, the multiplexing is done by adopting the requisite channel modeling and performing new resource allocation, utilizing new coding schemes, network slicing and numerologies as defined in 3GPP releases 14, 15, and key technical reports. The simulations were carried out in MATLAB™ R2019a version environment. The results obtained were compared for key performances metrics including: - channel capacity, error rate, data rate, and spectral efficiencies. It was discovered that eMBB-URLLC has average capacity that is greater than 800 Mbps at 300m, while it is slightly above 200 Mbps at 300m from the gNb, for the eMBB-mMTC use case. The error rate is found to be lower for eMBB-URLLC and higher for eMBB-mMTC at SNR of 2dB. Data rate of about 30 Mbps and 230 Mbps at SNR of -5dB, was obtained for the eMBB-mMTC and eMBB-URLLC use cases respectively. Similarly, the spectral efficiency is lower in the eMBB-URLLC group, showing less than 15 bps/Hz/cell while in the case of eMBB-mMTC, it is relatively higher with spectral efficiency greater than 17 bps/Hz/cell.
机译:国际电信联盟无线电通信部门(ITU-R)将5G网络用例分为三(3)个主要类别,即:增强型移动宽带(eMBB),大规模机器类型通信(mMTC)和超可靠的低延迟通信( URLLC)。 5G-NR在满足不同性能要求的同时,在有效利用无线资源的同时,在各种用例中支持异构服务非常重要。因此,本文着重于从三(3)个主要使用方案中多路复用的5G-NR网络服务的性能评估。这些多路复用的网络服务用例分为两类,即:eMBB-URLLC和eMBB-mMTC。因此,通过采用必要的信道建模并执行新的资源分配,利用3GPP版本14、15和关键技术报告中定义的新编码方案,网络切片和数字技术,完成了多路复用。仿真是在MATLAB™R2019a版本环境中进行的。对获得的结果进行了关键性能指标的比较,这些指标包括:-信道容量,错误率,数据率和频谱效率。对于eMBB-mMTC用例,发现eMBB-URLLC在300m处的平均容量大于800 Mbps,而在300m处距gNb的平均容量略高于200 Mbps。发现在SNR为2dB时,eMBB-URLLC的错误率较低,而eMBB-mMTC的错误率较高。对于eMBB-mMTC和eMBB-URLLC用例,分别在SNR为-5dB时获得了大约30 Mbps和230 Mbps的数据速率。类似地,eMBB-URLLC组的频谱效率较低,显示小于15 bps / Hz / cell,而在eMBB-mMTC的情况下,频谱效率高于17 bps / Hz / cell。

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