探索和权衡先进的传感器融合架构设计,以减少拥塞使用先进的交通管理技术

John Robinson, M. Balchanos, D. Mavris
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引用次数: 0

摘要

作为对城市交通环境拥堵导致的成本迅速增加的回应,智能交通系统(ITS)的发展为新的创新移动概念铺平了道路。虽然这些概念中的大多数在出行时间和缓解拥堵方面都有好处,但它们也需要一个全面参与的车辆网络和一个集中的路由架构,这一点受到了质疑。为了弥合概念和现实之间的差距,建议使用一种中间的过渡性集中式路由解决方案。以选择可行的路由控制方法为关键目标,本文提出了一种基于交通态势感知的传感器融合方法。通过虚拟实验框架进行测试和评估将允许评估替代控制方法,并将为选择更有能力的传感器融合架构进行权衡。提供了虚拟实验环境的演示,展示了不同级别的车辆参与路由解决方案在减少旅行时间方面的交易。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploration and tradeoff of advanced sensor fusion architectures in designing for reduced congestion using advanced traffic management techniques
As a response to rapidly increasing costs due to congestion in urban traffic environments, the development of Intelligent Transport Systems (ITS) has paved the way towards new and innovative mobility concepts. With most of these concepts offering benefits in travel time and congestion relief, they also come with requirements of a fully participating vehicle network and a centralized routing architecture which is encountered with skepticism. To bridge the gap between concepts and reality, an intermediate, transitional centralized routing solution is recommended. With the selection of a viable routing control method as a key objective, this work is proposing a sensor fusion approach that is informed by traffic situational awareness. Testing and evaluation through a virtual experimentation framework will allow for assessment of alternative control methods, and will enable tradeoffs for the selection of more capable sensor fusion architectures. A demonstration of the virtual experimentation environment is provided, showing trades in travel time reduction for differing levels of vehicle participation in the routing solution.
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