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 …
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 …
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 …
Deep learning-based selective spectrum sensing and allocation in cognitive vehicular radio networks
The main challenge with Vehicular Ad-Hoc Networks (VANETs) for assisting Intelligent
Transportation Services (ITSs) is ensuring effective data delivery under various network …
Transportation Services (ITSs) is ensuring effective data delivery under various network …
A Comprehensive Survey on Spectrum Sensing Techniques for the Implementation of Cognitive Vehicular Networks
K Jyostna, N Satwik, SS Anvesh… - … on Recent Trends in …, 2022 - ieeexplore.ieee.org
Vehicular Ad Hoc network-VANET plays a crucial role in daily vehicular users and ensures
safety for drivers and passengers. But there are some issues before VANET can be utilized …
safety for drivers and passengers. But there are some issues before VANET can be utilized …
On optimizing vehicular dynamic spectrum access networks: Automation and learning in mobile wireless environments
S Chen, R Vuyyuru, O Altintas… - 2011 IEEE Vehicular …, 2011 - ieeexplore.ieee.org
In this paper, we propose a novel architecture for optimizing the overall performance of
vehicular dynamic spectrum access (VDSA) networks. Due to the high level of mobility for …
vehicular dynamic spectrum access (VDSA) networks. Due to the high level of mobility for …
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 challenges & their solutions in cognitive radio based vehicular networks
Vehicular ad hoc network (VANET) has been established to mitigate road collisions and
traffic congestion and provide infotainment facilities to users. Allocated channels to VANET …
traffic congestion and provide infotainment facilities to users. Allocated channels to VANET …
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 …
History-based spectrum sensing in CR-VANETs
SH Abbassi, IM Qureshi, H Abbasi… - EURASIP Journal on …, 2015 - Springer
Cognitive radio spectrum sensing is an important issue in today's emerging communication
techniques. Similarly, vehicular networks are vital considering the increasing traffic on roads …
techniques. Similarly, vehicular networks are vital considering the increasing traffic on roads …