Historical spectrum sensing data mining for cognitive radio enabled vehicular ad-hoc networks
XL Huang, J Wu, W Li, Z Zhang… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
In vehicular ad-hoc network (VANET), the reliability of communication is associated with
driving safety. However, research shows that the safety-message transmission in VANET …
driving safety. However, research shows that the safety-message transmission in VANET …
Spectrum sensing in cognitive vehicular network: State-of-Art, challenges and open issues
Abstract Vehicular Ad Hoc Network (VANET) is envisaged to play an important role in the
safety of drivers and passengers when moving on the roads. However, VANET still faces …
safety of drivers and passengers when moving on the roads. However, VANET still faces …
Comprehensive survey of machine learning approaches in cognitive radio-based vehicular ad hoc networks
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 …
is extensively used to solve critical challenges in various domains. Vehicular ad hoc network …
Joint collaborative big spectrum data sensing and reinforcement learning based dynamic spectrum access for cognitive internet of vehicles
Cognitive Internet of Vehicles (CIoV) is an intelligent vehicle network envisioned to
opportunistically access spectrum licensed to primary users (PUs) on the premise of not …
opportunistically access spectrum licensed to primary users (PUs) on the premise of not …
Infrastructure based spectrum sensing scheme in VANET using reinforcement learning
Spectrum sensing is one of the fundamental functionality performed by a cognitive radio to
identify vacant radio spectrum for dynamic spectrum access (DSA). However, there are …
identify vacant radio spectrum for dynamic spectrum access (DSA). However, there are …
Artificial intelligence inspired transmission scheduling in cognitive vehicular communications and networks
The Internet of Things (IoT) platform has played a significant role in improving road transport
safety and efficiency by ubiquitously connecting intelligent vehicles through wireless …
safety and efficiency by ubiquitously connecting intelligent vehicles through wireless …
Machine learning-based cooperative spectrum sensing in dynamic segmentation enabled cognitive radio vehicular network
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 …
and infotainment services. Integration of cognitive radio (CR), known as CR-VANET, is …
Noncooperative spectrum sensing with historical sensing data mining in cognitive radio
XL Huang, Y Xu, J Wu, W Zhang - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In cognitive radio (CR), spectrum sensing is a critical task to effectively detect the spectrum
holes. Through dynamically accessing such idle spectrum, CR can improve spectrum …
holes. Through dynamically accessing such idle spectrum, CR can improve spectrum …
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 …
devices through vehicle-to-X communication. However, with the rise of the Internet of Things …
Cooperative cognitive intelligence for internet of vehicles
To resolve the contradictions between the increasing demand of vehicular wireless
applications and the shortage of spectrum resources, high mobility, short link lifetime, and …
applications and the shortage of spectrum resources, high mobility, short link lifetime, and …