论文标题

半质量的诺玛:随机几何模型

Semi-Grant-Free NOMA: A Stochastic Geometry Model

论文作者

Zhang, Chao, Liu, Yuanwei, Qin, Zhijin, Ding, Zhiguo

论文摘要

赠款(GF)的传输通过直接传输消息而无需等待任何权限,可以在低延迟通信方面承诺。但是,当众多GF用户占用有限的频谱时,可能经常发生碰撞情况。非正交的多重访问(NOMA)技术可以是实现大规模连通性和通过在Power域中多路复用用户来实现大规模连通性和更少碰撞的有前途的解决方案。我们利用一种无半质量(半GF)NOMA方案来通过启用基于赠款(GB)和GF用户共享相同的频谱资源来提高网络连接和频谱效率。借助半GF协议,通过调用随机几何技术来研究上行链路NOMA网络。我们提出了一个新颖的\ textit {动态协议},以通过增加握手来传输各种通道质量阈值,以在NOMA Transmissions中配对哪个部分GF用户。我们利用具有固定平均阈值的开环协议作为研究绩效提高的基准。可以观察到,动态协议提供了比开环协议更准确的通道质量阈值,从而在很大程度上减少了GF用户的干扰。我们分析了两个协议下的中断性能和多样性的增长。数值结果表明,动态协议能够增强与开环协议相比,可以增强中断性能。

Grant-free (GF) transmission holds promise in terms of low latency communication by directly transmitting messages without waiting for any permissions. However, collision situations may frequently happen when limited spectrum is occupied by numerous GF users. The non-orthogonal multiple access (NOMA) technique can be a promising solution to achieve massive connectivity and fewer collisions for GF transmission by multiplexing users in power domain. We utilize a semi-grant-free (semi-GF) NOMA scheme for enhancing network connectivity and spectral efficiency by enabling grant-based (GB) and GF users to share the same spectrum resources. With the aid of semi-GF protocols, uplink NOMA networks are investigated by invoking stochastic geometry techniques. We propose a novel \textit{dynamic protocol} to interpret which part of the GF users are paired in NOMA transmissions via transmitting various channel quality thresholds by an added handshake. We utilize open-loop protocol with a fixed average threshold as the benchmark to investigate performance improvement. It is observed that dynamic protocol provides more accurate channel quality thresholds than open-loop protocol, thereby the interference from the GF users is reduced to a large extent. We analyze the outage performance and diversity gains under two protocols. Numerical results demonstrate that dynamic protocol is capable of enhancing the outage performance than open-loop protocol.

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