利用瑞利衰落信道编码随机接入的无线超密集网络的有限长度分析

K. Anwar, R. P. Astuti
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引用次数: 12

摘要

本文分析了由两个多路中继(SDN-2MWR)组成的无线超密集网络在瑞利衰落信道上支持大量用户/设备之间的完全数据交换的有限长度性能。在实践中,有限长度分析很重要,因为网络应该为用户/设备提供低延迟(由短时隙表示)。由于大量用户/设备的性质,在大量用户(通常是数百或数千)的调度是困难的,我们利用随机访问的错误纠正能力类似于低密度奇偶校验(LDPC)代码。在本文中,我们证明了瑞利衰落的动态甚至有利于生成由第一中继和第二中继捕获的两个独立图,而不需要所有用户独立地向每个中继发送消息。独立图在SDN-2MWR中至关重要,以确保尽可能高的解码成功概率,并显著降低有限长度设置下的错误层。基于表明网络支持的最大可实现流量的理论网络容量界限,我们发现对于SDN-2MWR,即使在没有不规则的简单度分布的情况下,也可以在不假设理想独立图的情况下实现更接近具有更低丢包率的界限的显著增益(与具有单个中继的密集网络相比)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Finite-length analysis for wireless super-dense networks exploiting coded random access over Rayleigh fading channels
This paper presents finite-length performance analysis for wireless super-dense networks comprising two multiway relays (SDN-2MWR) to support full data-exchange among massive number of users/devices over Rayleigh fading channels. In practice, finite-length analysis is important since the networks should serve users/devices with low latency indicated by short number of time-slots. Due to the nature of massive number of users/devices, where scheduling over massive number of users (usually in hundred or thousand) is difficult, we exploit random access with a capability of error correction resembling low density parity check (LDPC) codes. In this paper, we show that the dynamic of Rayleigh fading is even beneficial to generate two independent graphs captured by the first and the second relay without requiring all users send messages independently to each relay. Independent graphs are essential in SDN-2MWR to ensure the probability of successful decoding as high as possible and to significantly reduce error-floor in finite-length setting. Based on the theoretical network capacity bound indicating the maximum achievable traffic supported by the networks, we found that for SDN-2MWR a significant gain closer to the bound with lower packet-loss-rate (compared to the dense network with a single relay) is achievable without assuming ideal independent graph even with simple degree distributions without irregularity.
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