物联网学报2024,Vol.8Issue(1) :71-83.DOI:10.11959/j.issn.2096-3750.2024.00376

面向信息年龄的车辆状态更新网络采样与功率控制

Age of information-oriented sampling and power control in vehicular status update networks

曾健华 郭重涛 郭成
物联网学报2024,Vol.8Issue(1) :71-83.DOI:10.11959/j.issn.2096-3750.2024.00376

面向信息年龄的车辆状态更新网络采样与功率控制

Age of information-oriented sampling and power control in vehicular status update networks

曾健华 1郭重涛 1郭成2
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作者信息

  • 1. 深圳大学电子与信息工程学院,广东 深圳 518060
  • 2. 鹏城实验室,广东 深圳 518055
  • 折叠

摘要

针对基于广播通信的车辆状态更新网络,采用最小时间戳优先的D/Geo/1/1 排队系统模型传输数据包,利用排队论分析了接收端的信息年龄(AoI,age-of-information)中断概率和发送端的平均发送功率,根据AoI中断概率随数据包采样速率和发送功率变化的单调性,提出了基于迭代的采样速率和发送功率联合优化算法,通过采样与功率控制在功率受限的条件下最小化所有接收端中的最大AoI中断概率,实现了接收端信息新鲜度的公平提升.仿真结果验证了理论分析的准确性和算法的高效性.

Abstract

In a vehicular status update network based on broadcast communication,a D/Geo/1/1 queuing mechanism with minimum timestamp priority was adopted to transmit data packets.The queuing theory was used to analyze the age-of-information(AoI)outage probability of the receivers and the average transmit power of the transmitter.Based on the monotonicity of the AoI outage probability with respect to packet sampling rate and transmit power,an iterative algorithm for jointly optimizing sampling rate and transmit power was proposed to minimize the maximum AoI outage probability of all receivers under power constraint,which fairly improved information freshness of all receivers under sampling and power control.Simulation results verify the accuracy of theoretical analysis and the efficiency of the algorithm.

关键词

车辆状态更新网络/广播通信/信息年龄中断概率/功率控制

Key words

vehicular status update network/broadcast communication/age-of-information outage probability/power control

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基金项目

国家自然科学基金(62101339)

深圳市自然科学基金(JCYJ20190808114213987)

鹏城实验室宽带通信研究部重大关键项目(PCL2023AS1-1)

出版年

2024
物联网学报
人民邮电出版社有限公司

物联网学报

CSTPCD
ISSN:2096-3750
参考文献量41
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