5G及以后的自动驾驶汽车:一项调查

S. Hakak, T. Gadekallu, Praveen Kumar Reddy Maddikunta, Swarna Priya Ramu, P. M, C. de Alwis, Madhusanka Liyanage
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引用次数: 36

摘要

第五代(5G)技术是一项新兴的、快速采用的技术,在大多数需要高可靠、低延迟通信的新应用中都得到了应用。它有能力提供更大的覆盖范围,更好的访问,最适合高密度网络。拥有所有这些优势,这显然意味着5G可以用来满足自动驾驶汽车的要求。自动驾驶汽车和系统的发展是为了提供舒适、安全和高效的驾驶,降低生命风险。但是,最近由于这些自动驾驶汽车和系统造成了死亡事故。这是由于缺乏强大的技术水平,必须进一步改进。随着5G技术的出现和自动驾驶汽车(AVs)的兴起,道路安全将变得更加安全,人为错误将减少。然而,5G和自动驾驶汽车的融合仍处于起步阶段,需要解决几个研究挑战。本调查首先讨论了自动驾驶汽车的当前进展、自动化水平、使能技术和5G要求。然后,我们将重点关注5G技术与自动驾驶汽车集成所需的新兴技术,5G和B5G技术对自动驾驶汽车的影响以及自动驾驶汽车的安全问题。本文还对5G自动驾驶汽车技术标准化活动和当前项目的最新发展进行了全面调查。最后总结了本文的研究经验、未来的研究方向和面临的挑战。
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Autonomous Vehicles in 5G and Beyond: A Survey
Fifth Generation (5G) technology is an emerging and fast adopting technology which is being utilized in most of the novel applications that require highly reliable low-latency communications. It has the capability to provide greater coverage, better access, and best suited for high density networks. Having all these benefits, it clearly implies that 5G could be used to satisfy the requirements of Autonomous vehicles. Automated driving Vehicles and systems are developed with a promise to provide comfort, safe and efficient drive reducing the risk of life. But, recently there are fatalities due to these autonomous vehicles and systems. This is due to the lack of robust state-of-art which has to be improved further. With the advent of 5G technology and rise of autonomous vehicles (AVs), road safety is going to get more secure with less human errors. However, integration of 5G and AV is still at its infant stage with several research challenges that needs to be addressed. This survey first starts with a discussion on the current advancements in AVs, automation levels, enabling technologies and 5G requirements. Then, we focus on the emerging techniques required for integrating 5G technology with AVs, impact of 5G and B5G technologies on AVs along with security concerns in AVs. The paper also provides a comprehensive survey of recent developments in terms of standardisation activities on 5G autonomous vehicle technology and current projects. The article is finally concluded with lessons learnt, future research directions and challenges.
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