A Survey on Resource Allocation in Vehicular Networks

09/30/2019
by   Md. Noor-A-Rahim, et al.
0

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 hostile wireless channels (e.g., high mobility or asynchronous transmissions), increasingly fragmented and congested spectrum, hardware imperfections, and explosive growth of vehicular communication devices. Therefore, it is highly desirable 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 (RA) schemes for a range of vehicular network technologies including 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.

READ FULL TEXT

Authors

page 14

07/07/2019

Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks

It has been a long-held belief that judicious resource allocation is cri...
03/17/2021

Heterogeneous Vehicular Networking: A Survey on Architecture, Challenges, and Solutions

With the rapid development of the Intelligent Transportation System (ITS...
08/26/2021

Green Internet of Vehicles (IoV) in the 6G Era: Toward Sustainable Vehicular Communications and Networking

As one of the most promising applications in future Internet of Things, ...
10/11/2018

Regulatory Options and Technical Challenges for the 5.9 GHz Spectrum: Survey and Analysis

In 1999, the Federal Communications Commission (FCC) allocated 75 MHz in...
06/01/2020

Game Theoretic Approaches in Vehicular Networks: A Survey

In the era of the Internet of Things (IoT), vehicles and other intellige...
10/09/2017

Lightweight Joint Simulation of Vehicular Mobility and Communication with LIMoSim

The provision of reliable and efficient communication is a key requireme...
04/18/2021

CNN aided Weighted Interpolation for Channel Estimation in Vehicular Communications

IEEE 802.11p standard defines wireless technology protocols that enable ...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.