Comprehensive survey on machine learning in vehicular network: Technology, applications and challenges

F Tang, B Mao, N Kato, G Gui - IEEE Communications Surveys …, 2021 - ieeexplore.ieee.org
Towards future intelligent vehicular network, the machine learning as the promising artificial
intelligence tool is widely researched to intelligentize communication and networking …

Intelligent dynamic spectrum access using deep reinforcement learning for VANETs

Y Wang, X Li, P Wan, R Shao - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In vehicular ad hoc networks (VANETs), vehicles can communicate with other vehicles or
devices through vehicle-to-X communication. However, with the rise of the Internet of Things …

Accurate cluster head selection technique for software defined network in 5G VANET

U Maan, Y Chaba - Wireless personal communications, 2021 - Springer
Abstract The vehicular Ad Hoc Network is a very dynamic network with uncertain presence
of vehicles on the road and data transmission between vehicles and road-side units …

[PDF][PDF] Hybrid Spectrum Sensing Techniques in 5G Cognitive Radio Networks in Soft Computing: A Review

NH Neshe, M Singh - Comput. Intell. Mach. Learn, 2021 - cimachinelearning.com
This paper describes an updated and efficient method for Hybrid spectrum sensing in
cognitive radio (CR) system utilizing soft computing paradigms. The suggested soft …

Secure Hierarchical Infrastructure-Based Privacy Preservation Authentication Scheme in Vehicular Ad Hoc Networks

M Ouaissa, M Ouaissa, M Houmer - Opportunistic Networks, 2021 - taylorfrancis.com
Vehicle Ad hoc Networks (VANET) are considered among recent wireless communication
technologies. Nowadays, vehicles are no more than a simple means of transport; they are …

Optimizing spectral efficiency based on poisson queuing model for procuring cognitive intelligence in vehicular communication

S Karthik - Microprocessors and Microsystems, 2021 - Elsevier
In vehicular networks, accidents and congestions constitute a significant risk due to
numerous cause such as short link lifetime, spectrum competence and high mobility. Further …

Cognitive Radio Contribution to Meeting Vehicular Communication Needs of Autonomous Vehicles

F Krief, K LE PAGE - Intelligent Network Management and …, 2021 - books.google.com
Vehicular communication needs will evolve and experience a boom due to the ascent of
connected and autonomous vehicles (AV). Connectivity of various types such as vehicle-to …

Performance Evaluation of Video Compression Techniques: x. 263, x. 264 and x. 265 to Improve Video Streaming Quality

B Shilpa, BA Kumar, L Koteswararao - Cognitive Radio, 2021 - taylorfrancis.com
The demand for increasing vehicular users evolves with advances in recent technologies
leading to the tremendous increase of 5G mobile networks. The increase of on-road …

[PDF][PDF] Cross-Layer Design in Vehicular Ad-Hoc Network with Cognitive Radio

A Shaw - researchgate.net
With the increasing number of vehicles there needs to be efficient connectivity among the
vehicles and the infrastructure. In vehicular network several issues may arise with respect to …