修改 Dijkstra 算法中的负载计算以实现 5G 网络的高吞吐量和低延迟

Eko Kuncoro Adiyanto, Sri Wahjuni, H. Rahmawan
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引用次数: 0

摘要

高分辨率远程视频监控的吞吐量。5G 蜂窝网络作为当今最先进的无线技术,将完美地满足农业 4.0 的要求。在其成熟过程中,5G 网络需要进行各种优化,其中之一就是对路由算法计算进行修改,以确定数据包从数据源到数据目的地的最佳路由。要实现这一目标,需要使用网络模拟器进行实验研究。软件定义网络(SDN)作为网络的可编程性被用来修改 Dijkstra 算法计算中的路由,并运行几个模拟 5G 网络特性的用例。通过在路由算法计算中加入带宽利用率和延迟参数,成功实现了 5G 的要求,如丢包率低于 1%,延迟低于 5ms。 这些积极成果可以在真实的 5G 网络上进一步测试,如果这项研究将来也能在真实的 5G 网络测试中取得积极成果,那么蜂窝网络用户就能体验到服务质量的提升。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modification of Load Calculation in The Dijkstra Algorithm to Achieve High Throughput and Low Latency on 5G Networks
throughput for high-resolution remote video surveillance. 5G cellular network as today's most advanced wireless technology will be the perfect match for Agriculture 4.0 requirements. In its maturity process, the 5G network requires various optimizations, one of which is by making route algorithm calculation modifications in terms of determining the best route for a data packet from a data source to a data destination. To achieve this goal, it requires research in the form of experiments using network simulator. Software Define Network (SDN) as network programmability is used to modify route in Dijkstra algorithm calculation, and run several use case that simulate 5G network characteristic. By adding bandwidth utilization and latency parameters into the routing algorithm calculations, 5G requirements such as packet loss below 1% and latency below 5ms are successfully achieved.  These positive results may be further tested on real 5G networks, if in the future this research also gets positive results in testing on a real 5G network, then cellular network customers will be able to experience an increase in service quality.
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