An improved optimal channel sensing algorithm in cognitive radio networks used for video surveillance

R Joon, P Tomar - Journal of Mobile Multimedia, 2023 - journals.riverpublishers.com
With a rapid rise in the number of wireless devices and gadgets, a shortage in the spectrum
bands for wireless communications has been observed. To overcome this problem of …

Deep Q-learning multiple networks based dynamic spectrum access with energy harvesting for green cognitive radio network

B Peng, Z Yao, X Liu, G Zhou - Computer Networks, 2023 - Elsevier
In cognitive radio (CR), dynamic spectrum access (DSA) can be used for secondary user
(SU) to improve its spectrum efficiency under the limited spectrum resources. However, the …

Channel allocation scheme based on greedy algorithm in cognitive vehicular networks

R Li, PS Zhu, L Jin - 2019 IEEE 3rd Information Technology …, 2019 - ieeexplore.ieee.org
With the steep increase in the number of vehicle users, the demand for channel resources is
increasing. However, the limited spectrum resources can't meet this huge demands. Using …

Deep Q-network based reinforcement learning for distributed dynamic spectrum access

MA Yadav, Y Li, G Fang, B Shen - 2022 IEEE 2nd International …, 2022 - ieeexplore.ieee.org
To solve the problem of spectrum scarcity and spectrum under-utilization in wireless
networks, we propose a double deep Q-network based reinforcement learning algorithm for …

Cooperative learning for spectrum management in railway cognitive radio network

C Wu, C Wang, J Sheng, Y Wang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
High-speed rail public broadband wireless access requires communication terminals with
high mobility to perform seamless cell switching in a harsh and fast time-varying …

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 …

Improved cuckoo algorithm for spectrum allocation in cognitive vehicular network

R Li, L Jin - 2018 5th International Conference on Systems and …, 2018 - ieeexplore.ieee.org
In traditional cognitive wireless network, most studies on spectrum allocation are on the
basis of static network topology. However, the vehicles in the cognitive vehicular network …

[引用][C] Centralized dynamic spectrum allocation in cognitive radio networks based on fuzzy logic and Q-learning

Z Wenzhu, L Xuchen - China communications, 2011 - … NO 13 WEST CHANG AN AVENUE …

Novel QoS-aware proactive spectrum access techniques for cognitive radio using machine learning

M Ozturk, M Akram, S Hussain, MA Imran - IEEE Access, 2019 - ieeexplore.ieee.org
Traditional cognitive radio (CR) spectrum access techniques have been primitive and
inefficient due to being blind to the occupancy conditions of the spectrum bands to be …

A novel sensing coordination framework for CR-VANETs

XY Wang, PH Ho - IEEE transactions on vehicular technology, 2009 - ieeexplore.ieee.org
This paper introduces a novel framework of coordinated spectrum sensing in cognitive-radio-
enhanced vehicular ad hoc networks (CR-VANETs). The proposed sensing coordination …