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基于信息年龄优化的多信道无线网络调度方法
引用本文:王恒,段思勰,谢鑫.基于信息年龄优化的多信道无线网络调度方法[J].电子与信息学报,2022,44(2):702-709.
作者姓名:王恒  段思勰  谢鑫
作者单位:1.重庆邮电大学工业物联网与网络化控制教育部重点实验室 重庆 4000652.重庆邮电大学通信与信息工程学院 重庆 400065
基金项目:国家重点研发计划(2018YFB1702000),重庆市自然科学基金(cstc2019jcyjjqX0012,cstc2019jcyj-msxmX0444),重庆邮电大学博士研究生人才培养项目(BYJS202001)
摘    要:信息年龄(AoI)是近年来针对时间敏感类应用所提出的一种描述数据交付及时性的度量标准,它是从网络中目标节点的角度出发,衡量其最新收到的数据包的新鲜程度.在信道资源受限的多信道无线网络场景中,基于信息年龄的链路调度问题需要考虑信道资源和链路冲突的约束.针对上述问题,该文提出一种逐时隙调度链路进行数据传输的调度方法,以最小...

关 键 词:信息年龄  网络调度  多信道网络  李雅普诺夫优化
收稿时间:2021-01-21

Scheduling Method for Multi-channel Wireless Networks Based on Optimization of Age of Information
WANG Heng,DUAN Sixie,XIE Xin.Scheduling Method for Multi-channel Wireless Networks Based on Optimization of Age of Information[J].Journal of Electronics & Information Technology,2022,44(2):702-709.
Authors:WANG Heng  DUAN Sixie  XIE Xin
Affiliation:1.Key Laboratory of Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing 400065, China2.School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
Abstract:Age of Information (AoI) is a novel metric that describes the timeliness of data delivery for time-sensitive applications, which measures the freshness of the most recently received packet from the perspective of destination node. In the multi-channel wireless network scenario with limited channel resources, the constraints of channel resources and link conflicts should be considered in the link scheduling with respect to AoI. To address this issue, in this paper, a time slot based scheduling method for data transmission to minimize the average AoI in the network is proposed. In this method, the optimization problem of AoI is first formulated into a Lyapunov optimization problem. Then the multi-channel conflict problem is converted to find the maximum matching policy of bipartite graph, which is solved by Kuhn-Munkres (KM) algorithm. Thus, a scheduling policy under constraints is obtained. The simulation results demonstrate that the proposed method optimizes effectively the average AoI and improves the freshness of data in the network.
Keywords:Age of Information (AoI)  Network scheduling  Multi-channel network  Lyapunov optimization
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