Real-Time Sensing and Communication Improvement with Mobile Sensors

X. Liang, Yi Zhong, Lisha Zou
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Abstract

For the imminent integrated system of sensing, computing and communication, the real-time transmission of information, especially under the massive mobile sensing networks (MMSNs), is a key element that needs to be solved urgently. Age of information (AoI) is a metric used to measure the freshness of information. Existing works typically focus on AoI analysis in static transceivers or mobile scenarios that do not consider interference between transmitters. In this paper, we explore the AoI in MMSNs, including the channel fading, path loss and consider network topology, spatial interaction queue, as well as shared spectrum interference problem. We deduce the upper and lower bounds of AoI in this scenario and obtain the relationship between AoI and mobile speed, spatial density and channel access probability through simulation. We find that the average AoI decreases as the average speed of the jammers increases with preemptive last-come-first-served (LCFS) discipline. It can provide reference for obtaining the optimal AoI of system.
移动传感器的实时传感和通信改进
对于即将到来的传感、计算和通信一体化系统,信息的实时传输,特别是在海量移动传感网络(mmsn)下的信息传输,是一个急需解决的关键问题。信息年龄(Age of information, AoI)是用来衡量信息新鲜度的度量标准。现有的工作通常集中在静态收发器或不考虑发射器之间干扰的移动场景中的AoI分析。本文探讨了mmmsn中的AoI问题,包括信道衰落、路径损耗,并考虑了网络拓扑结构、空间交互队列以及共享频谱干扰问题。我们推导出该场景下AoI的上界和下界,并通过仿真得到AoI与移动速度、空间密度和信道接入概率之间的关系。研究发现,在先到先得原则下,平均AoI随干扰者平均速度的增加而降低。可为获得系统最优AoI提供参考。
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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