[HTML][HTML] Deep reinforcement learning-based spectrum allocation algorithm in Internet of vehicles discriminating services

Z Guan, Y Wang, M He - Applied Sciences, 2022 - mdpi.com
With the rapid development of global automotive industry intelligence and networking, the
Internet of Vehicles (IoV) service, as a key communication technology, has been faced with …

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 …

Integrated cooperative spectrum sensing and access control for cognitive industrial Internet of Things

X Liu, M Jia, M Zhou, B Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT) usually utilizes 2.4-GHz unlicensed frequency band, which
is also heavily used by many other communication systems, such as ZigBee, WiFi …

Spectrum allocation strategies based on QoS in cognitive vehicle networks

R Li, P Zhu - IEEE Access, 2020 - ieeexplore.ieee.org
The vehicular ad hoc network (VANET) is an important part of modern intelligent
transportation systems (ITS), and its emergence has provided support for improving traffic …

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 …

Q-learning-based spectrum access for multimedia transmission over cognitive radio networks

XL Huang, YX Li, Y Gao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In order to meet the dramatic wireless bandwidth demands of emerging multimedia
applications, cognitive radio has been proposed as one of promising solutions to improve …

Infrastructure based spectrum sensing scheme in VANET using reinforcement learning

C Chembe, D Kunda, I Ahmedy, RM Noor… - Vehicular …, 2019 - Elsevier
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 …

Spectrum sensing in cognitive vehicular network: State-of-Art, challenges and open issues

C Chembe, RM Noor, I Ahmedy, M Oche… - Computer …, 2017 - Elsevier
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 …

Spectrum sensing optimization in an UAV-based cognitive radio

X Liu, M Guan, X Zhang, H Ding - IEEE Access, 2018 - ieeexplore.ieee.org
In cognitive radio (CR), the detection performance of traditional spectrum sensing may be
decreased due to the multipath fading and shadowing effect. However, unmanned aerial …

An effective dynamic spectrum access algorithm for multi-hop cognitive wireless networks

D Jiang, Y Wang, C Yao, Y Han - Computer Networks, 2015 - Elsevier
Spectrum utilization, as a current hot research topic, has been paid extensive attention to in
cognitive wireless networks. However, due to the complexities and dynamic properties in …