Broadcast Channels With Heterogeneous Arrival and Decoding Deadlines: Second-Order Achievability

IF 2.2 3区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Information Theory Pub Date : 2025-01-22 DOI:10.1109/TIT.2025.3532649
Homa Nikbakht;Malcolm Egan;Jean-Marie Gorce;H. Vincent Poor
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Abstract

A standard assumption in the design of ultra-reliable low-latency communication systems is that the duration between message arrivals is larger than the number of channel uses before the decoding deadline. Nevertheless, this assumption fails when messages arrive rapidly and reliability constraints require that the number of channel uses exceed the time between arrivals. In this paper, we consider a broadcast setting in which a transmitter wishes to send two different messages to two receivers over Gaussian channels. Messages have different arrival times and decoding deadlines such that their transmission windows overlap. For this setting, we propose a coding scheme that exploits Marton’s coding strategy. We derive rigorous bounds on the achievable rate regions. Those bounds can be easily employed in point-to-point settings with one or multiple parallel channels. In the point-to-point setting with one or multiple parallel channels, the proposed achievability scheme is consistent with the normal approximation. In the broadcast setting, our scheme agrees with Marton’s strategy for sufficiently large numbers of channel uses and shows significant performance improvements over standard approaches based on time sharing for transmission of short packets.
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超可靠低延迟通信系统设计中的一个标准假设是,信息到达之间的持续时间大于解码截止日期前的信道使用次数。然而,当信息快速到达,而可靠性约束要求信道使用次数超过信息到达间隔时间时,这一假设就失效了。在本文中,我们考虑了一种广播环境,即发送端希望通过高斯信道向两个接收端发送两个不同的信息。信息有不同的到达时间和解码期限,因此它们的传输窗口会重叠。针对这种情况,我们提出了一种利用 Marton 编码策略的编码方案。我们得出了可实现速率区域的严格界限。这些界限可以很容易地应用于具有一个或多个并行信道的点对点环境。在具有一个或多个并行信道的点对点环境中,所提出的可实现性方案与正常近似一致。在广播环境中,我们的方案在信道使用数量足够大的情况下与 Marton 的策略一致,与基于短数据包传输时间共享的标准方法相比,性能有显著提高。
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来源期刊
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory 工程技术-工程:电子与电气
CiteScore
5.70
自引率
20.00%
发文量
514
审稿时长
12 months
期刊介绍: The IEEE Transactions on Information Theory is a journal that publishes theoretical and experimental papers concerned with the transmission, processing, and utilization of information. The boundaries of acceptable subject matter are intentionally not sharply delimited. Rather, it is hoped that as the focus of research activity changes, a flexible policy will permit this Transactions to follow suit. Current appropriate topics are best reflected by recent Tables of Contents; they are summarized in the titles of editorial areas that appear on the inside front cover.
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