多源M/G/1排队模型中信息平均年龄的封闭表达式

Mohammad Moltafet, Markus Leinonen, M. Codreanu
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引用次数: 23

摘要

在下一代无线网络的背景下,状态更新数据包的新鲜度对于启用服务至关重要,因为目的地需要各种传感器的最新测量。本文研究了多源M/G/1先到先得(FCFS)队列模型的信息新鲜度问题,该模型中每个源根据泊松过程独立生成状态更新包。使用信息的平均年龄(AoI)来评估每个源的状态更新的信息新鲜度。为此,我们推导出每个源的平均AoI的封闭表达式。作为一般表达式的特殊情况,我们还推导了多源M/M/1和单源M/G/1排队模型的平均AoI的封闭表达式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Closed-Form Expression for the Average Age of Information in a Multi-Source M/G/1 Queueing Model
In the context of the next generation wireless networks, freshness of status update packets is essential for enabling the services where a destination needs the most recent measurements of various sensors. In this paper, we study the information freshness of a multi-source M/G/1 first-come first-served (FCFS) queueing model, where each source independently generates status update packets according to a Poisson process. The information freshness of the status updates of each source is evaluated using the average age of information (AoI). To this end, we derive a closed-form expression for the average AoI of each source. As particular cases of our general expressions, we also derive closed-form expressions of the average AoI for both multi-source M/M/1 and single-source M/G/1 queueing models.
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