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
  • [21] A Comprehensive Survey on Blockchain for Secure IoT- enabled Smart City beyond 5G: Approaches, Processes, Challenges, and Opportunities
    Singh, Sushil Kumar
    Azzaoui, Abir E. L.
    Choo, Kim-Kwang Raymond
    Yang, Laurence T.
    Park, Jong Hyuk
    HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2023, 13
  • [22] Survival Study on Blockchain Based 6G-Enabled Mobile Edge Computation for IoT Automation
    Sekaran, Ramesh
    Patan, Rizwan
    Raveendran, Arunprasath
    Al-Turjman, Fadi
    Ramachandran, Manikandan
    Mostarda, Leonardo
    IEEE ACCESS, 2020, 8 : 143453 - 143463
  • [23] Artificial intelligence enabled additive manufacturing system using 5G and industrial IoT
    Shirwaikar, Rudresh Deepak
    Tandon, Aditya
    Kumar, K. Sathesh
    Nag, M. V. Aditya
    Jos, Bobin Cherian
    Jos, Bos Mathew
    INTERNATIONAL JOURNAL OF ENGINEERING SYSTEMS MODELLING AND SIMULATION, 2022, 13 (04) : 235 - 240
  • [24] Improving smart grid security through 5G enabled IoT and edge computing
    Borgaonkar, Ravishankar
    Tondel, Inger Anne
    Degefa, Merkebu Zenebe
    Jaatun, Martin Gilje
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2021, 33 (18)
  • [25] Exploring the integration of edge computing and blockchain IoT: Principles, architectures, security, and applications
    Nguyen, Tri
    Nguyen, Huong
    Gia, Tuan Nguyen
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2024, 226
  • [26] The Blockchain Random Neural Network for cybersecure IoT and 5G infrastructure in Smart Cities
    Serrano, Will
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2021, 175
  • [27] Integration of 5G, VANETs and Blockchain Technology
    Arif, Muhammad
    Balzano, Walter
    Fontanella, Alessandro
    Stranieri, Silvia
    Wang, Guojun
    Xing, Xiaofei
    2020 IEEE 19TH INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (TRUSTCOM 2020), 2020, : 2007 - 2013
  • [28] 5G Security Threat Landscape, AI and Blockchain
    Alanazi, Mohammad N.
    WIRELESS PERSONAL COMMUNICATIONS, 2023, 133 (03) : 1467 - 1482
  • [29] Semantic Communication for Edge Intelligence Enabled Autonomous Driving System
    Feng, Yunqi
    Shen, Hesheng
    Shan, Zhendong
    Yang, Qianqian
    Shi, Xiufang
    IEEE NETWORK, 2025, 39 (02): : 149 - 157
  • [30] Blockchain-Enabled Collaborative Edge Computing for Intelligent Education Systems Using Social IoT
    Liu, Xun
    INTERNATIONAL JOURNAL OF DISTRIBUTED SYSTEMS AND TECHNOLOGIES, 2022, 13 (07)