Experimental Evaluation of an IoT-Based Platform for Maritime Transport Services

IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
S. Noto, M. Gharbaoui, M. Falcitelli, B. Martini, P. Castoldi, Paolo Pagano
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引用次数: 1

Abstract

In recent years, the adoption of innovative technologies in maritime transport and logistics systems has become a key aspect towards their development and growth, especially due to the complex and heterogeneous nature of the maritime environment. On the other hand, Internet of Things (IoT) solutions are gaining importance in the shipping industry thanks to the huge number of distributed cameras and sensors in modern ships, cargoes and sea ports, which can be exploited to improve safety, costs and productivity. This paper presents an experimental evaluation of a maritime platform, which enables a wide range of 5G-based services in the context of logistics and maritime transportation. Its core is a Narrow Band (NB)-IoT framework used to run massive IoT services on top of a hybrid terrestrial–satellite network and feed a OneM2M platform with significant data on maritime transport to develop high-level and value-added logistic applications on top. Among the many different services that could be provided by the maritime platform, we focus on the cargo-ship container tracking use case through the Global Tracking System, which allows for continuous container monitoring all over the seas in a port-to-port service scenario. The results of the experimental tests illustrate the capacity of the platform in managing the high number of messages transmitted by the container tracking devices (i.e., more than 3000) and its efficiency in limiting the average maximum latency and packet loss below 5.5 s and 0.9%, respectively.
基于物联网的海上运输服务平台的实验评估
近年来,在海上运输和物流系统中采用创新技术已成为其发展和增长的关键方面,特别是由于海洋环境的复杂性和异质性。另一方面,由于现代船舶、货物和海港中大量分布式摄像机和传感器,物联网(IoT)解决方案在航运业中越来越重要,可以利用这些解决方案来提高安全性、成本和生产力。本文介绍了一个海上平台的实验评估,该平台可以在物流和海上运输的背景下实现广泛的基于5g的服务。其核心是一个窄带(NB)-物联网框架,用于在混合地面卫星网络上运行大规模物联网服务,并为OneM2M平台提供海上运输的重要数据,以开发高水平和增值的物流应用。在海事平台可以提供的许多不同服务中,我们重点关注通过全球跟踪系统跟踪货船集装箱用例,该系统允许在港口到港口的服务场景中对整个海洋进行连续的集装箱监控。实验测试结果表明,该平台有能力管理集装箱跟踪设备传输的大量消息(即超过3000条),并能有效地将平均最大延迟和包丢失分别限制在5.5 s和0.9%以下。
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
Applied System Innovation
Applied System Innovation Mathematics-Applied Mathematics
CiteScore
7.90
自引率
5.30%
发文量
102
审稿时长
11 weeks
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