Age-Optimal Channel Coding Blocklength for an M/G/1 Queue with HARQ

Hakan Sac, Baran Tan Bacinoglu, E. Uysal-Biyikoglu, G. Durisi
{"title":"Age-Optimal Channel Coding Blocklength for an M/G/1 Queue with HARQ","authors":"Hakan Sac, Baran Tan Bacinoglu, E. Uysal-Biyikoglu, G. Durisi","doi":"10.1109/SPAWC.2018.8445909","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":240036,"journal":{"name":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"56","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPAWC.2018.8445909","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 56

Abstract

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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
具有HARQ的M/G/1队列的年龄最优信道编码块长度
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。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Neural Successive Cancellation Decoding of Polar Codes Analysis of Some Well-Rounded Lattices in Wiretap Channels Two-Way Full-Duplex MIMO with Hybrid TX-RX MSE Minimization and Interference Cancellation Minimum Energy Resource Allocation in FOG Radio Access Network with Fronthaul and Latency Constraints A Distance and Bandwidth Dependent Adaptive Modulation Scheme for THz Communications
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1