Average Age Upon Decisions of Wireless Networks with Truncated HARQ in the Finite Blocklength Regime

Zhiwei Bao, Yulin Hu, Peng Sun, A. Boukerche, A. Schmeink
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引用次数: 1

Abstract

We consider an update-and-decide IoT-based wireless network, where information packets generated from dual sources are co-stored in the transmitter's buffer, while decisions are made at the destination. Two practical assumptions about the communications between the transmitter and destination are taken into account: the communications are operating with finite blocklength (FBL) codes, and truncated hybrid automatic repeat request (HARQ) schemes are exploited to improve the FBL reliability, i.e., the number of allowed rounds of (re)transmissions is finite. For the first time, this paper characterizes the timeliness of status updates, namely age upon decisions (AuD) (which highlights the timeliness of the information at decisions in comparison to the concept of age of information), for such truncated HARQ-assisted wireless network. First, we characterize the inter-arrival time between two adjacent successfully transmitted packets, while taking into consideration the preemption policy and the randomness of the number of preempted packets from the same source. In particular, the probability density function, statistical performance of such inter-arrival time are derived. Following these characterizations, we propose a new approach to determine the average AuD and obtain a closed-form expression accordingly. Via simulations, we evaluate the performance and conclude a set of guidelines for designs on the considered network.
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有限块长度下截断HARQ无线网络决策的平均年龄
我们考虑了一个基于更新和决策的物联网无线网络,其中从两个源生成的信息包共同存储在发送器的缓冲区中,而在目的地做出决策。考虑了发送端和目的地之间通信的两个实际假设:通信使用有限块长度(FBL)编码,以及利用截断混合自动重复请求(HARQ)方案来提高FBL可靠性,即允许(重)传输的轮数是有限的。对于这种截断的harq辅助无线网络,本文首次刻画了状态更新的时效性,即决策年龄(AuD)(与信息年龄的概念相比,它突出了决策时信息的时效性)。首先,我们描述了两个相邻成功传输数据包之间的到达时间,同时考虑了抢占策略和来自同一源的被抢占数据包数量的随机性。特别推导了概率密度函数和到达间隔时间的统计性能。根据这些特征,我们提出了一种确定平均AuD的新方法,并相应地获得了封闭形式表达式。通过模拟,我们评估了性能,并总结了一套在考虑的网络上设计的指导方针。
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