6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities

被引:307
作者
Noor-A-Rahim, Md [1 ]
Liu, Zilong [2 ]
Lee, Haeyoung [3 ]
Khyam, Mohammad Omar [4 ]
He, Jianhua [2 ]
Pesch, Dirk [1 ]
Moessner, Klaus [5 ,6 ]
Saad, Walid [7 ]
Poor, H. Vincent [8 ]
机构
[1] Univ Coll Cork, Sch Comp Sci & Informat Technol, Cork T12 XF62, Ireland
[2] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England
[3] Univ Surrey, 5G & 6G Innovat Ctr 5GIC 6GIC, Inst Commun Syst ICS, Guildford GU2 7XH, Surrey, England
[4] Cent Queensland Univ, Sch Engn & Technol, Melbourne, Vic 3000, Australia
[5] Univ Surrey, Inst Commun Syst ICS, Guildford GU2 7XH, Surrey, England
[6] Tech Univ Chemnitz, Fac Elect & Informat Technol, D-09111 Chemnitz, Germany
[7] Virginia Tech, Bradley Dept Elect & Comp Engn, Blacksburg, VA 24061 USA
[8] Princeton Univ, Dept Elect & Comp Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会; 爱尔兰科学基金会;
关键词
Blockchain; brain-controlled vehicle (BCV); federated learning; intelligent reflective surfaces (IRSs); machine learning (ML); nonorthogonal multiple access (NOMA); quantum; radio frequency (RF)-visible light communication (VLC) vehicle-to-everything (V2X); sixth-generation (6G)-V2X; tactile-V2X; terahertz (THz) communications; unmanned-aerial-vehicle (UAV)/satellite-assisted V2X; RADIO RESOURCE-MANAGEMENT; NONORTHOGONAL MULTIPLE-ACCESS; BRAIN-COMPUTER INTERFACE; WIRELESS COMMUNICATIONS; CHANNEL ESTIMATION; LOCATION INFORMATION; JOINT COMMUNICATION; TACTILE INTERNET; USER ASSOCIATION; WAVE-FORM;
D O I
10.1109/JPROC.2022.3173031
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
We are on the cusp of a new era of connected autonomous vehicles with unprecedented user experiences, tremendously improved road safety and air quality, highly diverse transportation environments and use cases, and a plethora of advanced applications. Realizing this grand vision requires a significantly enhanced vehicle-to-everything (V2X) communication network that should be extremely intelligent and capable of concurrently supporting hyperfast, ultrareliable, and low-latency massive information exchange. It is anticipated that the sixth-generation (6G) communication systems will fulfill these requirements of the next-generation V2X. In this article, we outline a series of key enabling technologies from a range of domains, such as new materials, algorithms, and system architectures. Aiming for truly intelligent transportation systems, we envision that machine learning (ML) will play an instrumental role in advanced vehicular communication and networking. To this end, we provide an overview of the recent advances of ML in 6G vehicular networks. To stimulate future research in this area, we discuss the strength, open challenges, maturity, and enhancing areas of these technologies.
引用
收藏
页码:712 / 734
页数:23
相关论文
共 176 条
[1]  
3GPP, 2016, 3GPP Std. TR 22.886 V1.0.0
[2]   Interworking of DSRC and Cellular Network Technologies for V2X Communications: A Survey [J].
Abboud, Khadige ;
Omar, Hassan Aboubakr ;
Zhuang, Weihua .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (12) :9457-9470
[3]   Network information flow [J].
Ahlswede, R ;
Cai, N ;
Li, SYR ;
Yeung, RW .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2000, 46 (04) :1204-1216
[4]   6G and Beyond: The Future of Wireless Communications Systems [J].
Akyildiz, Ian F. ;
Kak, Ahan ;
Nie, Shuai .
IEEE ACCESS, 2020, 8 :133995-134030
[5]   Proactive Threat Detection for Connected Cars Using Recursive Bayesian Estimation [J].
al-Khateeb, Haider ;
Epiphaniou, Gregory ;
Reviczky, Adam ;
Karadimas, Petros ;
Heidari, Hadi .
IEEE SENSORS JOURNAL, 2018, 18 (12) :4822-4831
[6]   Machine Learning Technologies for Secure Vehicular Communication in Internet of Vehicles: Recent Advances and Applications [J].
Ali, Elmustafa Sayed ;
Hasan, Mohammad Kamrul ;
Hassan, Rosilah ;
Saeed, Rashid A. ;
Hassan, Mona Bakri ;
Islam, Shayla ;
Nafi, Nazmus Shaker ;
Bevinakoppa, Savitri .
SECURITY AND COMMUNICATION NETWORKS, 2021, 2021
[7]  
Ali S., 2020, 6G Res. Visions
[8]  
Anderson J., 1986, Digital Phase Modulation
[9]  
[Anonymous], Nissan brain-to-vehicle
[10]  
[Anonymous], TOYOTA ITS WEB EXHIB