SimulatorOrchestrator: A 6G-Ready Simulator for the Cell-Free/Osmotic Infrastructure.

IF 3.4 3区 综合性期刊 Q2 CHEMISTRY, ANALYTICAL
Sensors Pub Date : 2025-03-05 DOI:10.3390/s25051591
Rohin Gillgallon, Reham Almutairi, Giacomo Bergami, Graham Morgan
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引用次数: 0

Abstract

To the best of our knowledge, we offer the first IoT-Osmotic simulator supporting 6G and Cloud infrastructures, leveraging the similarities in Software-Defined Wide Area Network (SD-WAN) architectures when used in Osmotic architectures and User-Centric Cell-Free mMIMO (massive multiple-input multiple-output) architectures. Our simulator acts as a simulator orchestrator, supporting the interaction with a patient digital twin generating patient healthcare data (vital signs and emergency alerts) and a VANET simulator (SUMO), both leading to IoT data streams towards the cloud through pre-initiated MQTT protocols. This contextualises our approach within the healthcare domain while showcasing the possibility of orchestrating different simulators at the same time. The combined provision of these two aspects, joined with the addition of a ring network connecting all the first-mile edge nodes (i.e., access points), enables the definition of new packet routing algorithms, streamlining previous solutions from SD-WAN architectures, thus showing the benefit of 6G architectures in achieving better network load balancing, as well as showcasing the limitations of previous approaches. The simulated 6G architecture, combined with the optimal routing algorithm and MEL (Microelements software components) allocation policy, was able to reduce the time required to route all communications from IoT devices to the cloud by up to 50.4% compared to analogous routing algorithms used within 5G architectures.

SimulatorOrchestrator:用于无细胞/渗透基础设施的 6G 就绪模拟器。
据我们所知,我们利用软件定义广域网(SD-WAN)架构在Osmotic架构和以用户为中心的无小区mMIMO(大规模多输入多输出)架构中的相似性,提供了首个支持6G和云基础设施的物联网-Osmotic模拟器。我们的模拟器充当模拟器协调器,支持与生成患者医疗保健数据(生命体征和紧急警报)的患者数字孪生体和 VANET 模拟器(SUMO)进行交互,两者通过预先启动的 MQTT 协议将物联网数据流传输到云端。这就将我们的方法融入了医疗保健领域,同时展示了同时协调不同模拟器的可能性。将这两方面结合起来,再加上连接所有第一英里边缘节点(即接入点)的环形网络,就能定义新的数据包路由算法,简化以前的 SD-WAN 架构解决方案,从而显示出 6G 架构在实现更好的网络负载平衡方面的优势,并展示出以前方法的局限性。模拟的 6G 架构与最优路由算法和 MEL(微元素软件组件)分配策略相结合,与 5G 架构中使用的类似路由算法相比,能够将从物联网设备到云的所有通信路由所需的时间最多缩短 50.4%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Sensors
Sensors 工程技术-电化学
CiteScore
7.30
自引率
12.80%
发文量
8430
审稿时长
1.7 months
期刊介绍: Sensors (ISSN 1424-8220) provides an advanced forum for the science and technology of sensors and biosensors. It publishes reviews (including comprehensive reviews on the complete sensors products), regular research papers and short notes. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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