非渐近编码槽ALOHA

Mohammad Fereydounian, Xingran Chen, Hamed Hassani, S. S. Bidokhti
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引用次数: 6

摘要

随机接入通信的编码是物联网应用中的一个关键挑战。本文考虑了著名的编码槽Aloha (CSA)方案,并分析了它在帧长和用户数量有限的非渐近状态下的性能。提供了一个密度演化框架来描述解码的动态,并发现了允许可靠通信(成功解码)的最大信道负载(即每个时隙的活动用户数量)的基本限制。最后,建立了标度律,描述了误差概率、用户数和信道负载之间的非渐近关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-asymptotic Coded Slotted ALOHA
Coding for random access communication is a key challenge in Internet of Things applications. In this paper, the well-known scheme of Coded Slotted Aloha (CSA) is considered and its performance is analyzed in the non-asymptotic regime where the frame length and the number of users are finite. A density evolution framework is provided to describe the dynamics of decoding, and fundamental limits are found on the maximum channel load (i.e., the number of active users per time slot) that allows reliable communication (successful decoding). Finally, scaling laws are established, describing the non-asymptotic relation between the probability of error, the number of users, and the channel load.
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