在物联网生态系统中整合互联汽车:挑战与解决方案

S. K. Datta, Rui Costa, Jérôme Härri, C. Bonnet
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引用次数: 90

摘要

汽车正在成为物联网(IoT)平台和服务的下一个前沿领域。联网车辆、智能交通系统(ITS)以及物联网技术有潜力释放出更高效、更可持续的交通系统,这正迅速成为一项重要的社会挑战。本文阐述了将联网车辆集成到物联网生态系统中的几个主要研究和工程挑战。挑战包括——(i)合适的云平台替代方案,以支持实时联网车辆场景;(ii)来自车载传感器的统一描述和数据收集机制;(iii)将智能设备集成到运输系统中;(iv)统一的数据融合和分析机制;(v)将所有异构元素集成到联网车辆的标准物联网架构中。为了缓解这些挑战,我们提出了一个新的物联网框架。详细描述了该框架的解决方案、运行阶段、软件元素及其实现和优势。框架的构建块被集成到oneM2M标准体系结构中。最后,本文总结了最佳实践建议和从原型设计中获得的经验教训。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrating connected vehicles in Internet of Things ecosystems: Challenges and solutions
Vehicles are becoming the next frontiers for Internet of Things (IoT) based platforms and services. Connected vehicles, Intelligent Transportation Systems (ITS) together with IoT technologies have the potential of unleashing efficient and more sustainable transportation system which is fast becoming an important societal challenge. This paper formulates several main research and engineering challenges for integrating connected vehicles into IoT ecosystems. The challenges include - (i) a suitable alternative of cloud platform to support real time connected vehicular scenarios, (ii) uniform description and data collection mechanisms from vehicular sensors, (iii) integrating smart devices into transport systems, (iv) uniform mechanism for data fusion and analytics and (v) integrating all heterogeneous elements into a standard IoT architecture for connected vehicles. To mitigate these challenges, we propose a novel IoT framework. The solutions, operational phases of the framework, software elements & their implementations and advantages are described in details. The building blocks of the framework are integrated into an oneM2M standard architecture. Finally, the paper concludes with best practice recommendations and lessons learnt from the prototyping.
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