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A Survey on Resource Allocation in Vehicular Networks

Noor-A-Rahim, Md and Liu, Zilong and Lee, Haeyoung and Ali, GG Md Nawaz and Pesch, Dirk and Xiao, Pei (2020) 'A Survey on Resource Allocation in Vehicular Networks.' IEEE Transactions on Intelligent Transportation Systems. ISSN 1524-9050

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Abstract

Vehicular networks, an enabling technology for Intelligent Transportation System (ITS), smart cities, and autonomous driving, can deliver numerous on-board data services, e.g., road-safety, easy navigation, traffic efficiency, comfort driving, infotainment, etc. Providing satisfactory Quality of Service (QoS) in vehicular networks, however, is a challenging task due to a number of limiting factors such as erroneous and congested wireless channels (due to high mobility or uncoordinated channel-access), increasingly fragmented and congested spectrum, hardware imperfections, and anticipated growth of vehicular communication devices. Therefore, it will be critical to allocate and utilize the available wireless network resources in an ultra-efficient manner. In this paper, we present a comprehensive survey on resource allocation schemes for the two dominant vehicular network technologies, e.g. Dedicated Short Range Communications (DSRC) and cellular based vehicular networks. We discuss the challenges and opportunities for resource allocations in modern vehicular networks and outline a number of promising future research directions.

Item Type: Article
Uncontrolled Keywords: Intelligent transportation system, vehicular network, autonomous driving, DSRC V2X, cellular V2X, resource allocation, network slicing, machine learning
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Elements
Date Deposited: 14 Jul 2021 10:21
Last Modified: 14 Jul 2021 10:21
URI: http://repository.essex.ac.uk/id/eprint/30466

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