On the Age of Information in Multi-Source Multi-Hop Wireless Status Update Networks

S. Farazi, A. G. Klein, J. McNeill, D. Brown
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引用次数: 38

Abstract

This paper studies a multi-source “age of information” problem in multi-hop wireless networks with packetized status updates and explicit channel contention. Specifically, the scenario considered in this paper assumes that each node in the network is a both a source and a monitor of information. Nodes take turns broadcasting their information to other nodes in the network while also maintaining tables of status updates for the information received from all other nodes in the network. Lower bounds on the peak and average age of information are derived and are found to be a function of fundamental graph properties including the connected domination number of the graph and the average shortest path length. In addition to these converse results, achievability results are developed through the presentation of an explicit algorithm for constructing near-optimal status update schedules along with an analytical upper bound for the average and peak age of these schedules. Finally, numerical results are presented that compute the bounds, construct schedules, and compute the achieved average and peak ages of these schedules exhaustively over every connected network topology with nine or fewer nodes. The results show that the the developed schedules achieve a peak age exactly matching the lower bounds and an average age within a multiplicative factor of 1.035 of the lower bound in all tested cases.
多源多跳无线状态更新网络的信息时代研究
研究了具有分组状态更新和显式信道争用的多跳无线网络中的多源“信息时代”问题。具体来说,本文考虑的场景假设网络中的每个节点既是信息的来源又是信息的监视器。节点轮流向网络中的其他节点广播它们的信息,同时维护从网络中所有其他节点接收到的信息的状态更新表。推导了信息峰值和平均年龄的下界,并发现它们是图的基本属性的函数,包括图的连通支配数和平均最短路径长度。除了这些相反的结果之外,可实现性结果还通过构造接近最优状态更新调度的显式算法以及这些调度的平均和峰值年龄的分析上界得到。最后,给出了计算边界的数值结果,构造调度,并详尽地计算这些调度的平均和峰值年龄,每个连接的网络拓扑都有9个或更少的节点。结果表明,所制定的时间表在所有测试案例中都实现了与下界完全匹配的峰值年龄和下界乘以1.035的平均年龄。
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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