应用纠缠辅助协议增强多类IIoT网络的容量区域

IF 2.5 Q3 QUANTUM SCIENCE & TECHNOLOGY
Doaa Subhi, Laszlo Bacsardi
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引用次数: 0

摘要

在工业物联网(IIoT)环境中,异构IIoT节点需要不同的性能要求,包括吞吐量和服务质量(QoS)。这些IIoT节点通过公共共享通信介质传输数据。现有的关键挑战是如何在大量连接的IIoT节点之间有效地调度对这种共享介质的访问。为了解决工业物联网网络中随机访问的挑战,利用纠缠辅助(EA)协议的力量来扩展共享通信介质的容量区域边界,从而提高异构工业物联网网络的吞吐量和服务质量(QoS)要求。在文献中,工业物联网网络主要分为两种类型:集中式和分布式。本文提出了两种不同的模型:(1)基于EA协议的集中式多类IIoT网络和(2)基于EA协议的分布式多类IIoT网络。接下来,作者分析证明,与经典参考模型(即开槽ALOHA (SA))相比,将EA协议集成到两种所提出的多类IIoT网络中,显著增加了容量区域边界。最后,通过分析不同网络类别和不同IIoT节点数量的吞吐量值来评估网络性能边界。结果表明,对于所提出的模型(1)和(2),与基于SA的参考IIoT网络相比,IIoT节点在共享介质上产生的传输负载实现了显着更高的吞吐量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Enhance Capacity Region of Multi-Class IIoT Network by Applying Entanglement Assistance Protocol

Enhance Capacity Region of Multi-Class IIoT Network by Applying Entanglement Assistance Protocol

In the Industrial Internet of Things (IIoT) context, heterogeneous IIoT nodes need diverse performance requirements, including throughput and quality of service (QoS). These IIoT nodes transmit data over a common shared communication medium. The existing critical challenge arises in efficiently scheduling access to this shared medium among a large number of connected IIoT nodes. To address the challenge of random access in IIoT networks, the power of the entanglement-assisted (EA) protocol was exploited to expand the capacity region boundaries of the shared communication medium, thereby enhancing the throughput and quality-of-service (QoS) requirements of the heterogeneous IIoT network. In the literature, IIoT networks are mainly categorised into two types: centralised and distributed. In this paper, we proposed two distinct models: (1) a centralised multi-class IIoT network based on EA protocol and (2) a distributed multi-class IIoT network based on EA protocol. Next, the authors analytically demonstrated that integrating the EA protocol into both proposed types of multi-class IIoT networks significantly increases the capacity region boundaries compared to the classical reference model, namely slotted ALOHA (SA). Finally, the network performance boundaries were evaluated by analysing the throughput values for different network classes and varying numbers of IIoT nodes. The results demonstrate that, for both proposed models (1) and (2), the transmitted load generated by the IIoT nodes over the shared medium achieves dramatically higher throughput compared to the reference IIoT network based on SA.

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