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

Jianhua ZENG; Chongtao GUO; Cheng GUO

doi:10.11959/j.issn.2096-3750.2024.00376

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

Theory and Technology | 更新时间：2024-06-05

- Age of information-oriented sampling and power control in vehicular status update networks
- Chinese Journal on Internet of Things Vol. 8, Issue 1, Pages: 71-83(2024)
- 作者机构：
  
  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
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-3750.2024.00376
  CLC： TN929.5
- Revised：2023-10-24，
  
  Online First：2024-03，
  
  Published：30 March 2024
- 稿件说明：
移动端阅览
Jianhua ZENG, Chongtao GUO, Cheng GUO. Age of information-oriented sampling and power control in vehicular status update networks[J]. Chinese Journal on Internet of Things, 2024, 8(1): 71-83.
DOI：

Jianhua ZENG, Chongtao GUO, Cheng GUO. Age of information-oriented sampling and power control in vehicular status update networks[J]. Chinese Journal on Internet of Things, 2024, 8(1): 71-83. DOI： 10.11959/j.issn.2096-3750.2024.00376.

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-ofinformation (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.

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references

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