具有Ber/G/1/1队列的离散时间状态更新系统的信息年龄

Jixiang Zhang, Yinfei Xu
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引用次数: 5

摘要

本文考虑离散时间状态更新系统的信息年龄(AoI)问题,重点研究了假设使用Ber/G/1/1队列的平稳AoI分布。根据标准排队理论,通过调用一个同时跟踪系统中AoI和分组年龄的二维状态向量,通过分析所构成的二维随机过程的稳态,可以得到平稳的AoI分布。给出了AoI分布的一般公式,并计算了服务时间几何分布时的显式表达式。比较了离散时间AoI和连续时间AoI,给出了M/M/1/1队列系统的离散时间AoI和连续时间AoI的均值。虽然以前已经确定了某些连续时间单服务器系统的平稳AoI分布,但在本文中,我们将证明标准排队理论仍然适用于分析离散AoI,甚至比所提出的处理连续AoI的方法更强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On Age of Information for Discrete Time Status Updating System With Ber/G/1/1 Queues
In this paper, we consider the age of information (AoI) of a discrete time status updating system, focusing on finding the stationary AoI distribution assuming that the Ber/G/1/1 queue is used. Following the standard queueing theory, we show that by invoking a two-dimensional state vector which tracks the AoI and packet age in system simultaneously, the stationary AoI distribution can be derived by analyzing the steady state of the constituted two-dimensional stochastic process. We give the general formula of the AoI distribution and calculate the explicit expression when the service time is also geometrically distributed. The discrete and continuous AoI are compared, we depict the mean of discrete AoI and that of continuous time AoI for system with M/M/1/1 queue. Although the stationary AoI distribution of some continuous time single-server system has been determined before, in this paper, we shall prove that the standard queueing theory is still appliable to analyze the discrete AoI, which is even stronger than the proposed methods handling the continuous AoI.
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