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Millimeter-Wave V2V Communications with Cooperative Perception for Automated Driving

机译:具有自动驾驶协作感知能力的毫米波V2V通信

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The combination of automated driving based on onboard sensors and decisions and external interactions with the environments through wireless communication has great advantages over the conventional driving systems in terms of safety and reliability. High resolution dynamic maps, which contain the real time information of the driving environment obtained by the collection and fusion of external sensors, can improve the driving safety and reliability dramatically thanks to the additional information beyond the perceptions of the onboard sensors. In this paper, we analyzed the required amount of dynamic information to be exchanged for the cooperative perception in order to enable a new level of safe and reliable automated driving. The results confirm the indispensability of millimeter-wave communications in automated driving systems. In this paper, we focus on an analysis of the required amount of the dynamic information exchange from cooperative sensor perception to enable a new level of safe and automated driving. The results show the necessity of millimeter wave communications for automated driving systems.
机译:在安全性和可靠性方面,基于车载传感器和决策的自动驾驶与通过无线通信与外界的外部交互相结合,具有比传统驾驶系统更大的优势。高分辨率动态地图包含通过收集和融合外部传感器获得的驾驶环境的实时信息,这归功于车载传感器所感知不到的附加信息,可以显着提高驾驶安全性和可靠性。在本文中,我们分析了为交换合作感知而需要交换的动态信息量,以实现更高水平的安全可靠的自动驾驶。结果证实了毫米波通信在自动驾驶系统中必不可少。在本文中,我们着重于分析从协作传感器感知获得的动态信息交换所需量,以使安全和自动驾驶达到新水平。结果表明,毫米波通信对于自动驾驶系统的必要性。

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