Autonomous Driving Cars in Smart Cities: Recent Advances, Requirements, and Challenges

被引:160
|
作者
Yaqoob, Ibrar [1 ]
Khan, Latif U. [2 ]
Kazmi, S. M. Ahsan [2 ,3 ]
Imran, Muhammad [2 ,4 ]
Guizani, Nadra [2 ,5 ]
Hong, Choong Seon [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Sci & Engn, Seoul, South Korea
[2] Kyung Hee Univ, Seoul, South Korea
[3] Innopolis Univ, Inst Informat Syst, Innopolis, Tatarstan, Russia
[4] King Saud Univ, Riyadh, Saudi Arabia
[5] Purdue Univ, Dept Elect & Comp Engn, W Lafayette, IN 47907 USA
来源
IEEE NETWORK | 2020年 / 34卷 / 01期
基金
新加坡国家研究基金会;
关键词
Autonomous automobiles; Autonomous vehicles; Cameras; Accidents; Sensors; LOCALIZATION; EDGE;
D O I
10.1109/MNET.2019.1900120
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
An unprecedented proliferation of autonomous driving technologies has been observed in recent years, resulting in the emergence of reliable and safe transportation services. In the foreseeable future, millions of autonomous cars will communicate with each other and become prevalent in smart cities. Thus, scalable, robust, secure, fault-tolerant, and interoperable technologies are required to support such a plethora of autonomous cars. In this article, we investigate, highlight, and report premier research advances made in autonomous driving by devising a taxonomy. A few indispensable requirements for successful deployment of autonomous cars are enumerated and discussed. Furthermore, we discover and present recent synergies and prominent case studies on autonomous driving. Finally, several imperative open research challenges are identified and discussed as future research directions.
引用
收藏
页码:174 / 181
页数:8
相关论文
共 50 条
  • [1] Blockchain for IoT-based smart cities: Recent advances, requirements, and future challenges
    Majeed, Umer
    Khan, Latif U.
    Yaqoob, Ibrar
    Kazmi, S. M. Ahsan
    Salah, Khaled
    Hong, Choong Seon
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2021, 181
  • [2] Smart Mobility in Smart Cities: Emerging challenges, recent advances and future directions
    Goumiri, Soumia
    Yahiaoui, Said
    Djahel, Soufiene
    JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2023,
  • [3] Internet-of-Things-Based Smart Cities: Recent Advances and Challenges
    Mehmood, Yasir
    Ahmad, Farhan
    Yaqoob, Ibrar
    Adnane, Asma
    Imran, Muhammad
    Guizani, Sghaier
    IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (09) : 16 - 24
  • [4] Recent Advances in Smart Cities Introduction
    Toh, Chai Keong
    Milojicic, Dejan
    IEEE CONSUMER ELECTRONICS MAGAZINE, 2021, 10 (06) : 67 - 68
  • [5] Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges
    Zheng, Zhaohua
    Zhou, Yize
    Sun, Yilong
    Wang, Zhang
    Liu, Boyi
    Li, Keqiu
    CONNECTION SCIENCE, 2022, 34 (01) : 1 - 28
  • [6] IoT and Big Data Applications in Smart Cities: Recent Advances, Challenges, and Critical Issues
    Talebkhah, Marieh
    Sali, Aduwati
    Marjani, Mohsen
    Gordan, Meisam
    Hashim, Shaiful Jahari
    Rokhani, Fakhrul Zaman
    IEEE ACCESS, 2021, 9 : 55465 - 55484
  • [7] Urban Computing for Sustainable Smart Cities: Recent Advances, Taxonomy, and Open Research Challenges
    Hashem, Ibrahim Abaker Targio
    Usmani, Raja Sher Afgun
    Almutairi, Mubarak S.
    Ibrahim, Ashraf Osman
    Zakari, Abubakar
    Alotaibi, Faiz
    Alhashmi, Saadat Mehmood
    Chiroma, Haruna
    SUSTAINABILITY, 2023, 15 (05)
  • [8] Smart Fabric Textiles: Recent Advances and Challenges
    Ornaghi, Heitor Luiz
    Neves, Roberta Motta
    Monticeli, Francisco Maciel
    Dall Agnol, Lucas
    TEXTILES, 2022, 2 (04): : 582 - 605
  • [9] An Ontology for Collaborative Navigation Among Autonomous Cars, Drivers, and Pedestrians in Smart Cities
    Syzdykbayev, Meirman
    Hajari, Hadi
    Karimi, Hassan A.
    2019 4TH INTERNATIONAL CONFERENCE ON SMART AND SUSTAINABLE TECHNOLOGIES (SPLITECH), 2019, : 241 - 246
  • [10] Research on Multi-tasking Smart Cars Based on Autonomous Driving Systems
    Ding S.
    Qu J.
    SN Computer Science, 4 (3)