具有包传递错误的多源自抢占状态更新系统中信息的平均年龄

S. Farazi, A. G. Klein, D. Brown
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引用次数: 20

摘要

本文研究了多源状态更新系统中的“信息时代”(AoI),其中多个源通过后来居上的服务器将其进程的更新发送到监视器,并存在服务抢占和数据包传递错误。根据独立泊松过程,假设来自源的状态更新的到达时间是随机的。服务时间也假定为指数分布,并且与状态到达无关。如果服务器空闲,任何到达的数据包立即进入服务。当服务器繁忙时,如果到达的报文和正在服务的报文来自同一源,则正在服务的报文被抢占,新报文立即进入服务。否则,所有到达的数据包将被丢弃。导出了每个源的平均AoI作为系统参数函数的封闭表达式,并且在没有数据包传递错误的情况下,将其与Yates和Kaul考虑的“源不可知”抢占设置中的平均AoI进行比较,其中任何源都可以抢占任何其他源。结果表明,在所有源情况下,服务中与源无关的抢占获得的平均AoI优于服务中的自抢占。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Average Age of Information in Multi-Source Self-Preemptive Status Update Systems with Packet Delivery Errors
This paper studies the "age of information" (AoI) in a multi-source status update system where multiple sources send updates of their process to a monitor through a last-come first-served server with preemption in service and packet delivery errors. Arrival times of the status updates from the sources are assumed to be random according to independent Poisson processes. Service times are also assumed to be exponentially distributed and independent of the status arrivals. If the server is idle, any arriving packet immediately enters service. When the server is busy, if the arriving packet and the packet in service are from the same source, the packet in service is preempted and the new packet immediately enters service. Otherwise, any arriving packet is discarded. A closed-form expression for the average AoI of each source as a function of the system parameters is derived and, for the case without packet delivery errors, is compared to the average AoI in the "source agnostic" preemption setting considered by Yates and Kaul where any source can preempt any other source. The results show that source agnostic preemption in service results in better average AoI than self preemption in service for all sources.
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