具有HARQ的M/G/1队列的年龄最优信道编码块长度

Hakan Sac, Baran Tan Bacinoglu, E. Uysal-Biyikoglu, G. Durisi
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引用次数: 56

摘要

我们考虑一个通信系统,其中源通过二进制擦除信道(BEC)将信息更新传输到目标节点。当包含信息更新(由固定数量的信息位组成)的数据包到达发送器时,它会在缓冲区中排队,进行编码并通过信道发送。在发送数据包之前,发送端选择一个信道编码块长度为n,然后使用自动重复请求(ARQ)协议,重复解码错误的数据包。因此,编码块长度的选择会影响端到端的状态年龄。然而,这种依赖关系不是微不足道的,因为一方面,单次传输尝试的持续时间与n成正比,因此n越小越好。另一方面,块长度n的值越小,解码错误的概率就越高,这会增加端到端的状态年龄。在给定块长度和给定错误概率的情况下,利用最近的有限块长度信息理论界和BEC上可达到的速率近似,我们研究了该系统的年龄优化设计。我们发现,对于任何非平凡BEC,存在一个使信息的平均年龄和平均峰值年龄最小的最优块长度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Age-Optimal Channel Coding Blocklength for an M/G/1 Queue with HARQ
We consider a communication system in which a source transmits information updates to a destination node through a binary erasure channel (BEC). When a packet containing an information update, which consists of a fixed number of information bits, arrives at the transmitter, it gets queued in a buffer, to be encoded and sent over the channel. Before transmitting a packet, the transmitter selects a channel coding blocklength n and then uses an automatic repeat request (ARQ) protocol, whereby packets that are decoded incorrectly are repeated. The choice of the coding blocklength thus affects the end-to-end status age. However, this dependency is nontrivial since, on the one hand, the duration of a single transmission attempt is directly proportional to n, so the smaller n the better. On the other hand, a smaller value of the blocklength n yields a higher probability of decoding error, which increases the end-to-end status age. Employing recent finite-blocklength information-theoretic bounds and approximations on the rate achievable on a BEC for a given blocklength and a given error probability, we study the age-optimal design of this system. We find that for any nontrivial BEC, there exists an optimal blocklength that minimizes the average age and average peak age of information.
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