Internet of vehicle's resource management in 5G networks using AI technologies: Current status and trends

被引：33
作者：
Elfatih, Nada M.
Hasan, Mohammad Kamrul
Kamal, Zeinab
Gupta, Deepa
Saeed, Rashid A.
Ali, Elmustafa Sayed
Hosain, Md. Sarwar
机构：
[1] Department of Electrical and Electronics Engineering, Red Sea University, Port Sudan
[2] Faculty of Information Science and Technology, The National University of Malaysia (UKM), Selangor, Bangi
[3] Amity Institute of Information Technology, Amity University Uttar Pradesh, Delhi NCR
[4] Department of computer Engineering, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif
[5] Department of Electronics Engineering, Sudan University of Science and Technology, Khartoum
[6] Department of Information and Communication Engineering, Pabna University of Science and Technology, Pabna
来源：
IET COMMUNICATIONS | 2022年 / 16卷 / 05期
关键词：
EDGE; IOV; ARCHITECTURE; CHALLENGES; SYSTEMS; SCHEME; MODEL; MECHANISM; ENVIRONMENT; INTEGRATION;
D O I：
10.1049/cmu2.12315
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The Internet of Vehicles (IoV) and Vehicle-to-Everything (V2X) concept have emerged from IoT technology, which refers to connecting many vehicles with various applications to the internet. The 5G new radio is based on a cloud-radio access network (CRAN), considered as the communication infrastructure for IoV. However, due to the significant challenges and issues, researchers have been working on IoV and V2X. One of the main challenges for V2X is resource allocation and management for a high-speed vehicular environment. This paper discusses and provides complete detail for resource allocation and management for IoV over 5G RAN networks focusing on artificial intelligence techniques. The paper also presented reviews on integrating the multi-layers of vehicular network architecture with AI strategy to identify advancement and future directions for resource allocation and management issues.
引用
收藏
页码：400 / 420
页数：21
相关论文
共 138 条
[31]  
Borcoci E., 2017, P ICN, P135
[32]   Distributed Double-Layer Control for Coordination of Multiplatoons Approaching Road Restriction in the Presence of IoV Communication Delays [J].
Caiazzo, Bianca ;
Lui, Dario Giuseppe ;
Petrillo, Alberto ;
Santini, Stefania .
IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (06) :4090-4109
[33]   An Improved Harmony Search Algorithm for Proactive Routing Protocol in VANET [J].
Chandren Muniyandi, Ravie ;
Hasan, Mohammad Kamrul ;
Hammoodi, Mustafa Raad ;
Maroosi, Ali .
JOURNAL OF ADVANCED TRANSPORTATION, 2021, 2021
[34]   Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach [J].
Chang, Hao-Hsuan ;
Song, Hao ;
Yi, Yang ;
Zhang, Jianzhong ;
He, Haibo ;
Liu, Lingjia .
IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (02) :1938-1948
[35]   SecGreen: Secrecy Ensured Power Optimization Scheme for Software-Defined Connected IoV [J].
Chaudhary, Rajat ;
Kumar, Neeraj .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 22 (04) :2370-2386
[36]   Routing in Internet of Vehicles: A Review [J].
Cheng, JiuJun ;
Cheng, JunLu ;
Zhou, MengChu ;
Liu, FuQiang ;
Gao, ShangCe ;
Liu, Cong .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 16 (05) :2339-2352
[37]  
Choi S, 2018, IEEE INT SYMP ELEC, P4
[38]  
Contreras-Castillo J, 2017, J INFORM TELECOMMUN, V1, P4, DOI 10.1080/24751839.2017.1295601
[39]  
Dafalla M.E.M., 2021, ALEX ENG J
[40]   Fog Based Intelligent Transportation Big Data Analytics in The Internet of Vehicles Environment: Motivations, Architecture, Challenges, and Critical Issues [J].
Darwish, Tansneem S. J. ;
Abu Bakar, Kamalrulnizam .
IEEE ACCESS, 2018, 6 :15679-15701
12345678910