Packet Scheduling for Internet of Remote Things (IoRT) devices in Next Generation Satellite Networks

Q3 Mathematics
Gbolahan Aiyetoro, P. Owolawi
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引用次数: 0

Abstract

The massive amount of deployment of Internet of Things (IoT) devices via wireless communications has presented a new paradigm in next generation mobile networks. The rapid growth in the deployment of the IoT devices can be linked to the diverse use of several IoT applications for home automations, smart systems, and other forms of innovations in businesses and industry 4.0. There is need for a robust network infrastructure to actualize the huge traffic demand of the IoT communications in this new paradigm across the globe including rural and remote areas. However, due to technical and economical constraints, the terrestrial network infrastructure is not able to fulfil this requirement. Hence, the need for satellite network infrastructure. This solution will be of inmense benefit to the provision of remote health care, disaster management, remote sensing, and asset tracking and environmental monitoring to name a few. While this remain an interesting solution, the packet scheduling which is one of the key radio resource management functions is still a challenging issue that remains undefined especially in a satellite network scenario that has its own peculiarities and challenges. Hence, the goal of this research work is to design a new packet scheduling scheme that will be suitable for machine type communications and also mixed use case scenario in satellite network scenario. The performance evaluation of the proposed packet scheduler is conducted through simulations. The newly proposed packet scheduling scheme provides at an improvement of approximately 7 Mbps and 0.5 bps/Hz in terms of throughput and spectral efficiency performances respectively in mixed use case scenario, when compared to known throughput optimal packet schedulers, without serious compromise to other performance metrics.
下一代卫星网络中远程物联网(IoRT)设备的分组调度
通过无线通信的物联网(IoT)设备的大量部署为下一代移动网络提供了新的范例。物联网设备部署的快速增长可以与多种物联网应用程序在家庭自动化、智能系统以及商业和工业4.0中其他形式的创新中的不同使用联系起来。在全球范围内,包括农村和偏远地区,需要一个强大的网络基础设施来实现物联网通信的巨大流量需求。然而,由于技术和经济的限制,地面网络基础设施无法满足这一要求。因此,需要卫星网络基础设施。这一解决方案将极大地促进远程医疗保健、灾害管理、遥感、资产跟踪和环境监测等服务的提供。尽管这仍然是一个有趣的解决方案,但作为关键无线电资源管理功能之一的分组调度仍然是一个具有挑战性的问题,特别是在具有自身特点和挑战的卫星网络场景中仍然没有定义。因此,本研究的目标是设计一种新的分组调度方案,该方案既适用于机器类型通信,也适用于卫星网络场景中的混合用例场景。通过仿真对所提出的包调度程序进行了性能评估。与已知的吞吐量最优分组调度程序相比,新提出的分组调度方案在混合用例场景下的吞吐量和频谱效率性能分别提高了约7 Mbps和0.5 bps/Hz,而不会严重损害其他性能指标。
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来源期刊
International Journal of Sensors, Wireless Communications and Control
International Journal of Sensors, Wireless Communications and Control Engineering-Electrical and Electronic Engineering
CiteScore
2.20
自引率
0.00%
发文量
53
期刊介绍: International Journal of Sensors, Wireless Communications and Control publishes timely research articles, full-length/ mini reviews and communications on these three strongly related areas, with emphasis on networked control systems whose sensors are interconnected via wireless communication networks. The emergence of high speed wireless network technologies allows a cluster of devices to be linked together economically to form a distributed system. Wireless communication is playing an increasingly important role in such distributed systems. Transmitting sensor measurements and control commands over wireless links allows rapid deployment, flexible installation, fully mobile operation and prevents the cable wear and tear problem in industrial automation, healthcare and environmental assessment. Wireless networked systems has raised and continues to raise fundamental challenges in the fields of science, engineering and industrial applications, hence, more new modelling techniques, problem formulations and solutions are required.
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