Adaptive V2X platform for guaranteed QoS/QoE service based on cloud computing and deep reinforcement learning

Bokyun Jo, S. Jeong
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Abstract

An industry where technology pushes behind and the market pulls ahead succeeds. In this repect, autonomous driving is a global industry that is rapidly growing in line with the advancement of wireless communication, vision, AI technologies and the smart infrastructure market, including automobiles. In particular, V2X technology is an international communication standard for providing autonomous driving services at the level of mobility 4.0. In this paper, we propose an adaptive V2X service methodology. Autonomous driving is a technology belonging to the MCS field which is directly connected to human life, so we provide enhanced QoS/QoE through proposed method which is guaranteed the real-time based on V2X standard.
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基于云计算和深度强化学习的自适应V2X保障QoS/QoE服务平台
技术落后、市场领先的行业才会成功。因此,随着无线通信、视觉、人工智能技术和汽车等智能基础设施市场的发展,自动驾驶是迅速成长的全球性产业。特别是V2X技术是提供移动4.0级别自动驾驶服务的国际通信标准。在本文中,我们提出了一种自适应V2X服务方法。自动驾驶属于MCS领域,与人类生活直接相关,因此我们提出的基于V2X标准的方法,在保证实时性的前提下,提供增强的QoS/QoE。
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