优化了基于SDN任务分配的物联网电力多路径低延迟路由的传输
1University of lllinois Urbana-Champaign Institute, Zhejiang University, Jiaxing, China.
PloS one
|February 7, 2025
概括
本研究介绍了5G电力物联网的多路径,低延迟路由模型,显著减少数据传输延迟和提高效率. 该模型优化了任务分配,以提高网络性能.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 电信 电信服务 电信服务 电信服务
背景情况:
- 5G网络的扩散在电力行业的物联网 (IoT) 中优化数据路由和传输效率方面带来了挑战.
- 现有的电力物联网系统面临着高数据传输延迟,低效率和大量任务量的问题.
研究的目的:
- 为支持5G的电力物联网设计和评估一个多路径,低延迟的路由和传输模型.
- 通过集成软件定义网络 (SDN) 和任务分配策略来解决当前系统的局限性.
主要方法:
- 在5G电源物联网背景下引入电网数据通信网络模型和网络切片.
- 开发一个多路径低延迟路由优化传输模型,利用SDN控制器和任务分配原则进行核心网络数据传输.
主要成果:
- 设计的模型实现了10KB任务的平均延迟15.78ms和50KB任务的平均延迟23.38ms.
- 在局域网中表现出298bps的吞吐量.
- 在广域网中实现了最小的动 (0.13ms) 和数据包丢失 (0.001%).
结论:
- 拟议的多路径低延迟路由和传输模型为优化电源物联网数据传输提供了理论指导.
- 为SDN在电源物联网和相关领域的更广泛应用和发展奠定了基础.
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