[HTML][HTML] Cognitive radio and machine learning modalities for enhancing the smart transportation system: A systematic literature review

MYI Idris, I Ahmedy, TK Soon, M Yahuza, AB Tambuwal… - ICT Express, 2024 - Elsevier
Smart transportation systems implemented through vehicular ad hoc networks (VANET) offer
significant potential to improve safety. However, the network faces critical challenges related …

Comprehensive survey of machine learning approaches in cognitive radio-based vehicular ad hoc networks

MA Hossain, RM Noor, KLA Yau, SR Azzuhri… - IEEE …, 2020 - ieeexplore.ieee.org
Nowadays, machine learning (ML), which is one of the most rapidly growing technical tools,
is extensively used to solve critical challenges in various domains. Vehicular ad hoc network …

Cognitive radio‐enabled Internet of Vehicles: a cooperative spectrum sensing and allocation for vehicular communication

J Eze, S Zhang, E Liu, E Eze - IET Networks, 2018 - Wiley Online Library
Internet of Things (IoTs) era is expected to empower all aspects of Intelligent Transportation
System (ITS) to improve transport safety and reduce road accidents. US Federal …

Enhancing Internet of vehicles (IOVs) performances using intelligent cognitive radio principles

I Benomarat, Z Madini, Y Zouine… - … on Electronics, Control …, 2018 - ieeexplore.ieee.org
Internet of vehicles or IOV is widely regarded as an ubiquitous trend of the Intelligent
Transportation Systems to encompass transport safety and abate accidents inherent in …

Cognitive radio for vehicular ad hoc networks (CR-VANETs): approaches and challenges

KD Singh, P Rawat, JM Bonnin - EURASIP journal on wireless …, 2014 - Springer
With growing interest in using cognitive radio (CR) technology in wireless communication
systems for vehicles, it is envisioned that future vehicles will be CR-enabled. This paper …

Cognitive radio technology assisted vehicular ad-hoc networks (VANETs): Current status, challenges, and research trends

J Eze, S Zhang, E Liu, E Eze - 2017 23rd International …, 2017 - ieeexplore.ieee.org
VANET and cognitive radio network (CRN) are both new emerging technologies in wireless
networking. The application of CR concept in wireless communication systems for intelligent …

Hybrid machine-learning-based spectrum sensing and allocation with adaptive congestion-aware modeling in CR-assisted IoV networks

R Ahmed, Y Chen, B Hassan, L Du… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Unlicensed cognitive-radio (CR)-assisted Internet of Vehicles (IoV) users can access
licensed providers' radio spectrum and concurrently utilize the dedicated channel for data …

CRT-BIoV: a cognitive radio technique for blockchain-enabled internet of vehicles

G Rathee, F Ahmad, F Kurugollu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Cognitive Radio Network (CRN) is considered as a viable solution on Internet of Vehicle
(IoV) where objects equipped with cognition make decisions intelligently through the …

Machine learning-based cooperative spectrum sensing in dynamic segmentation enabled cognitive radio vehicular network

MA Hossain, R Md Noor, KLA Yau, SR Azzuhri… - Energies, 2021 - mdpi.com
A vehicle ad hoc network (VANET) is a solution for road safety, congestion management,
and infotainment services. Integration of cognitive radio (CR), known as CR-VANET, is …

Classification and analysis of spectrum sensing mechanisms in Cognitive Vehicular Networks

A Riyahi, S Bah, M Sebgui, B Elgraini - EAI Endorsed Transactions on …, 2018 - eudl.eu
Abstract Vehicular Ad hoc Networks (VANETs) is an essential part of Intelligent
Transportation System (ITS), which aims to improve the road safety. However, the main …