A Drone-Aided Blockchain-Based Smart Vehicular Network

被引:35
作者
Cheema, Muhammad Asaad [1 ]
Shehzad, Muhammad Karam [1 ]
Qureshi, Hassaan Khaliq [1 ]
Hassan, Syed Ali [1 ]
Jung, Haejoon [2 ]
机构
[1] Natl Univ Sci & Technol NUST, Sch Elect Engn & Comp Sci SEECS, Islamabad 44000, Pakistan
[2] Incheon Natl Univ, Dept Informat & Telecommun Engn, Incheon 22012, South Korea
关键词
Backhaul network; blockchain; drones; intelligent transportation; roadside units (RSUs); UAVs; unsupervised learning; SPECTRUM MANAGEMENT; COMMUNICATION; CHALLENGES; SECURITY; UAVS; 5G;
D O I
10.1109/TITS.2020.3019246
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The staggering growth of the number of vehicles worldwide has become a critical challenge resulting in tragic incidents, environment pollution, congestion, etc. Therefore, one of the promising approaches is to design a smart vehicular system as it is beneficial to drive safely. Present vehicular system lacks data reliability, security, and easy deployment. Motivated by these issues, this paper addresses a drone-enabled intelligent vehicular system, which is secure, easy to deploy and reliable in quality. Nevertheless, an increase in the number of operating drones in the communication networks makes them more vulnerable towards the cyber-attacks, which can completely sabotage the communication infrastructure. To tackle these problems, we propose a blockchain-based registration and authentication system for the entities such as drones, smart vehicles (SVs) and roadside units (RSUs). This paper is mainly focused on the blockchain-based secure system design and the optimal placement of drones to improve the spectral efficiency of the overall network. In particular, we investigate the association of RSUs with the drones by considering multiple communication-related factors such as available bandwidth, maximum number of links a drone can support, and backhaul limitations. We show that the proposed model can easily be overlaid on the current vehicular network reaping benefits of secure and reliable communications.
引用
收藏
页码:4160 / 4170
页数:11
相关论文
共 31 条
[1]  
Ahmadi H., 2018, P INT C POW GEN SYST, P1
[2]  
Al-Hourani A, 2014, IEEE GLOB COMM CONF, P2898, DOI 10.1109/GLOCOM.2014.7037248
[3]   Optimal LAP Altitude for Maximum Coverage [J].
Al-Hourani, Akram ;
Kandeepan, Sithamparanathan ;
Lardner, Simon .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2014, 3 (06) :569-572
[4]   Maximizing the Sum Rate in Cellular Networks Using Multiconvex Optimization [J].
Al-Shatri, Hussein ;
Li, Xiang ;
Ganesan, Rakash SivaSiva ;
Klein, Anja ;
Weber, Tobias .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (05) :3199-3211
[5]   Security, privacy, and safety aspects of civilian drones: A survey [J].
Altawy, Riham ;
Youssef, Amr M. .
ACM Transactions on Cyber-Physical Systems, 2017, 1 (02)
[6]   Towards a trusted unmanned aerial system using blockchain for the protection of critical infrastructure [J].
Barka, Ezedin ;
Kerrache, Chaker Abdelaziz ;
Benkraouda, Hadjer ;
Shuaib, Khaled ;
Ahmad, Farhan ;
Kurugollu, Fatih .
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2022, 33 (08)
[7]   MACHINE LEARNING FOR WIRELESS CONNECTIVITY AND SECURITY OF CELLULAR-CONNECTED UAVS [J].
Challita, Ursula ;
Ferdowsi, Aidin ;
Chen, Mingzhe ;
Saad, Walid .
IEEE WIRELESS COMMUNICATIONS, 2019, 26 (01) :28-35
[8]   Survey on UAV Cellular Communications: Practical Aspects, Standardization Advancements, Regulation, and Security Challenges [J].
Fotouhi, Azade ;
Qiang, Haoran ;
Ding, Ming ;
Hassan, Mahbub ;
Giordano, Lorenzo Galati ;
Garcia-Rodriguez, Adrian ;
Yuan, Jinhong .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (04) :3417-3442
[9]   A Blockchain-Based Framework for Lightweight Data Sharing and Energy Trading in V2G Network [J].
Hassija, Vikas ;
Chamola, Vinay ;
Garg, Sahil ;
Krishna, Dara Nanda Gopala ;
Kaddoum, Georges ;
Jayakody, Dushantha Nalin K. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (06) :5799-5812
[10]   Spectrum Management for Interference-Limited Multiuser Communication Systems [J].
Hayashi, Shunsuke ;
Luo, Zhi-Quan .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (03) :1153-1175