Autonomous Vehicles Enabled by the Integration of IoT, Edge Intelligence, 5G, and Blockchain

被引:56
|
作者
Biswas, Anushka [1 ]
Wang, Hwang-Cheng [2 ]
机构
[1] Jadavpur Univ, Dept Power Engn, Kolkata 700056, India
[2] Natl Ilan Univ, Dept Elect Engn, Yilan 260007, Taiwan
关键词
autonomous vehicles; Internet of Things; Internet of Vehicles; Internet of Autonomous Vehicles; artificial intelligence; edge computing; edge intelligence; vehicle to everything; 5G; 6G; blockchain; OF-THE-ART; ARTIFICIAL-INTELLIGENCE; SIMULTANEOUS LOCALIZATION; WIRELESS COMMUNICATIONS; TRANSPORTATION SYSTEMS; NEURAL-NETWORK; INTERNET; SECURITY; VISION; MOBILE;
D O I
10.3390/s23041963
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The wave of modernization around us has put the automotive industry on the brink of a paradigm shift. Leveraging the ever-evolving technologies, vehicles are steadily transitioning towards automated driving to constitute an integral part of the intelligent transportation system (ITS). The term autonomous vehicle has become ubiquitous in our lives, owing to the extensive research and development that frequently make headlines. Nonetheless, the flourishing of AVs hinges on many factors due to the extremely stringent demands for safety, security, and reliability. Cutting-edge technologies play critical roles in tackling complicated issues. Assimilating trailblazing technologies such as the Internet of Things (IoT), edge intelligence (EI), 5G, and Blockchain into the AV architecture will unlock the potential of an efficient and sustainable transportation system. This paper provides a comprehensive review of the state-of-the-art in the literature on the impact and implementation of the aforementioned technologies into AV architectures, along with the challenges faced by each of them. We also provide insights into the technological offshoots concerning their seamless integration to fulfill the requirements of AVs. Finally, the paper sheds light on future research directions and opportunities that will spur further developments. Exploring the integration of key enabling technologies in a single work will serve as a valuable reference for the community interested in the relevant issues surrounding AV research.
引用
收藏
页数:60
相关论文
共 50 条
  • [31] A Blockchain-Based Authentication Scheme for 5G-Enabled IoT
    Goswami, Bidisha
    Choudhury, Hiten
    JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2022, 30 (04)
  • [32] Blockchain-Enabled Resource Trading and Deep Reinforcement Learning-Based Autonomous RAN Slicing in 5G
    Boateng, Gordon Owusu
    Ayepah-Mensah, Daniel
    Doe, Daniel Mawunyo
    Mohammed, Abegaz
    Sun, Guolin
    Liu, Guisong
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022, 19 (01): : 216 - 227
  • [33] The Permissioned Blockchain-Based Quantum-Inspired Edge Intelligence Approach for the Services of Future Internet of Vehicles
    Zhang, Dajun
    Shi, Wei
    St-Hilaire, Marc
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025,
  • [34] Moose: A Scalable Blockchain Architecture for 5G Enabled IoT with Sharding and Network Slicing
    Bandara, Eranga
    Shetty, Sachin
    Rahman, Abdul
    Mukkamala, Ravi
    Liang, Xueping
    2022 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2022, : 1194 - 1199
  • [35] Deep Learning and Blockchain-Empowered Security Framework for Intelligent 5G-Enabled IoT
    Rathore, Shailendra
    Park, Jong Hyuk
    Chang, Hangbae
    IEEE ACCESS, 2021, 9 : 90075 - 90083
  • [36] The 4th Industrial Revolution Powered by the Integration of AI, Blockchain, and 5G
    French, Aaron
    Shim, J. P.
    Risius, Marten
    Larsen, Kai R.
    Jain, Hemant
    COMMUNICATIONS OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2021, 49 : 266 - 286
  • [37] Blockchain-Enabled Edge Intelligence for IoT: Background, Emerging Trends and Open Issues
    Du, Yao
    Wang, Zehua
    Leung, Victor C. M.
    FUTURE INTERNET, 2021, 13 (02) : 1 - 22
  • [38] The fusion of edge computing and artificial intelligence in 5G communication
    Zhang, Pengqin
    Zhu, Hongjie
    PROCEEDINGS OF 2024 3RD INTERNATIONAL CONFERENCE ON FRONTIERS OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING, FAIML 2024, 2024, : 106 - 112
  • [39] Blockchain-Enabled Decentralized Edge Intelligence for Trustworthy 6G Consumer Electronics
    Wang, Xin
    Shankar, Achyut
    Li, Keqin
    Parameshachari, B. D.
    Lv, Jianhui
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 70 (01) : 1214 - 1225
  • [40] Edge Computing in 5G: A Review
    Hassan, Najmul
    Yau, Kok-Lim Alvin
    Wu, Celimuge
    IEEE ACCESS, 2019, 7 : 127276 - 127289