An explicit rate control based traffic transmission and schedule scheme in UAV-IOT network slicing system

IF 4.4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Hanwu Wang , Moshe Zukerman , Yingchao Zhao , Ying Fu
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引用次数: 0

Abstract

The UAV-IOT network slicing system plays a critical role in internet of things practical applications. However traffic transmission in such a kind of system is a challenging issue due to the time-varying characteristics of the wireless link state and their transmission capacity. To realize the effective traffic transmission and high link bandwidth utilization, we construct appropriate traffic schedulers at each hop of RSNs to regulate both the forward and backward traffic transmission respectively. Specifically we incorporate the control theory method into the schedulers and design a proportional–integral–derivative controller to facilitate the explicit traffic rate control and adjustment at each scheduler. Each RSN only needs to deal with its local sending and receiving nodes in a distributed manner, and different transmission hops can be coordinated with each other so that the end to end traffic transmission will be regulated to and stabilized at the desired levels. We make the stability analysis on rate controller to derive the desired scope of the control parameters. Both the theoretical analysis and simulation results validate that our proposed transmission scheme can achieve an effective end to end traffic transmission with high resource efficiency and global stability as well over the whole UAV-IOT network slicing system.
一种基于显式速率控制的无人机-物联网网络切片系统流量传输与调度方案
无人机-物联网网络切片系统在物联网实际应用中起着至关重要的作用。然而,由于无线链路状态和传输容量的时变特性,在这种系统中传输业务是一个具有挑战性的问题。为了实现有效的流量传输和较高的链路带宽利用率,我们在rsn的每一跳上构建适当的流量调度程序,分别调节正向和反向的流量传输。具体地说,我们将控制理论方法引入到调度程序中,并设计了一个比例-积分-导数控制器,以方便在每个调度程序上进行显式的流量控制和调整。每个RSN只需要以分布式的方式处理本地的发送和接收节点,不同的传输跳数可以相互协调,从而将端到端流量传输调节到并稳定在期望的水平。通过对速率控制器进行稳定性分析,得出控制参数的理想范围。理论分析和仿真结果都验证了我们提出的传输方案能够在整个无人机-物联网网络切片系统中实现有效的端到端流量传输,具有较高的资源效率和全局稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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