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MPTCP 在 5G 和 4G 网络同时使用中的性能评估。

Performance Evaluation of MPTCP on Simultaneous Use of 5G and 4G Networks.

机构信息

School of Electronic and Electrical Engineering, Kyungpook National University, Daegu 41566, Korea.

出版信息

Sensors (Basel). 2022 Oct 3;22(19):7509. doi: 10.3390/s22197509.

Abstract

The 5G cellular network comes with a promise to provide a very high data rate at low latency, which is becoming critical for advancing technologies. Mobile operators are currently deploying the 5G cellular network worldwide. However, because of limited coverage and high susceptibility of the 5G network to obstacles, handoffs from 5G to 4G and vice versa frequently occur, especially when the user equipment (UE) is moving. These handoffs often cause significant delays in data transmission due to packet losses and retransmissions. A promising solution can be to use both 4G and 5G networks simultaneously, which can solve this problem and yield a better throughput. Multipath transmission control protocol (TCP) is an effective solution for this problem, but it requires significant performance evaluation before practical deployment. In this study, we implement an MPTCP testbed based on NS3-DCE that enables to test the performance of MPTCP schedulers and congestion control algorithms (CCAs) in both 3GPP and non-3GPP networks. Through extensive simulation experiments in a scenario where a UE simultaneously utilizes both 4G and 5G networks, we found that blocking estimation (BLEST) scheduler implemented with balanced linked adaptation (BALIA) CCA can produce the highest throughput and lowest delay. Finally, we showed how received signal to interference and noise ratio (SINR), congestion window, throughput, and packet losses are interconnected.

摘要

5G 蜂窝网络承诺提供低延迟的高数据速率,这对于推进技术至关重要。移动运营商目前正在全球范围内部署 5G 蜂窝网络。然而,由于 5G 网络的覆盖范围有限且对障碍物的敏感性高,因此 5G 到 4G 和反之的切换经常发生,尤其是当用户设备 (UE) 移动时。这些切换由于数据包丢失和重传经常导致数据传输显著延迟。一个有前途的解决方案是同时使用 4G 和 5G 网络,这可以解决这个问题并产生更好的吞吐量。多路径传输控制协议 (MPTCP) 是解决此问题的有效方法,但在实际部署之前需要进行重大性能评估。在这项研究中,我们基于 NS3-DCE 实现了一个 MPTCP 测试平台,该平台能够测试 MPTCP 调度程序和拥塞控制算法 (CCA) 在 3GPP 和非 3GPP 网络中的性能。通过在 UE 同时使用 4G 和 5G 网络的场景中进行广泛的模拟实验,我们发现使用平衡链接自适应 (BALIA) CCA 实现的阻塞估计 (BLEST) 调度程序可以产生最高的吞吐量和最低的延迟。最后,我们展示了接收信号干扰噪声比 (SINR)、拥塞窗口、吞吐量和数据包丢失如何相互关联。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4bd8/9573616/94479bee499a/sensors-22-07509-g001.jpg

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