Cognitive Radio Networks with Reinforcement Learning Algorithms for Spectrum Allocation: A Survey

International Journal of Advanced Trends in Computer Science and Engineering ◽

10.30534/ijatcse/2020/211952020 ◽

2020 ◽

Vol 9 (5) ◽

pp. 8371-8384

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Learning Algorithms ◽

Radio Networks ◽

Spectrum Allocation

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A survey of dynamic spectrum allocation based on reinforcement learning algorithms in cognitive radio networks

Artificial Intelligence Review ◽

10.1007/s10462-018-9639-x ◽

2018 ◽

Vol 51 (3) ◽

pp. 493-506 ◽

Author(s):

Yonghua Wang ◽

Zifeng Ye ◽

Pin Wan ◽

Jiajun Zhao

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Learning Algorithms ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation

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A Reinforcement Learning based evolutionary multi-objective optimization algorithm for spectrum allocation in Cognitive Radio networks

Physical Communication ◽

10.1016/j.phycom.2020.101196 ◽

2020 ◽

Vol 43 ◽

pp. 101196

Author(s):

Amandeep Kaur ◽

Krishan Kumar

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Optimization Algorithm ◽

Radio Networks ◽

Spectrum Allocation ◽

Multi Objective Optimization ◽

Multi Objective

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Anti-jamming in cognitive radio networks using reinforcement learning algorithms

2012 Ninth International Conference on Wireless and Optical Communications Networks (WOCN) ◽

10.1109/wocn.2012.6331885 ◽

2012 ◽

Author(s):

Sangeeta Singh ◽

Aditya Trivedi

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Learning Algorithms ◽

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A Prediction-Based Spectrum Allocation Algorithm for Highway Mobility Model in Cognitive Radio Networks

2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) ◽

10.1109/itaic49862.2020.9338851 ◽

2020 ◽

Author(s):

Yao Wang ◽

Yi Zhang ◽

Jiamei Chen ◽

Bin Zhao ◽

Chao Gao ◽

...

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Mobility Model ◽

Radio Networks ◽

Spectrum Allocation ◽

Allocation Algorithm

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Spectrum allocation strategy with a probabilistic preemption scheme in cognitive radio networks: analysis and optimization

Annals of Operations Research ◽

10.1007/s10479-020-03885-1 ◽

2021 ◽

Author(s):

Yuan Zhao ◽

Wuyi Yue ◽

Zsolt Saffer

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Spectrum Allocation ◽

Allocation Strategy ◽

Networks Analysis

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Deep Reinforcement Learning for Dynamic Multichannel Access in Multi-Cognitive Radio Networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/1550/3/032135 ◽

2020 ◽

Vol 1550 ◽

pp. 032135

Author(s):

Ao Wang ◽

Luyong Zhang ◽

Dianjun Chen ◽

Jinhua Chen

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Multichannel Access

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Joint power and spectrum allocation in multi-hop cognitive radio networks

The Journal of China Universities of Posts and Telecommunications ◽

10.1016/s1005-8885(14)60280-6 ◽

2014 ◽

Vol 21 (2) ◽

pp. 9-14 ◽

Author(s):

Jing WU ◽

Yi LI ◽

Gang LIU ◽

Hong JI

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Spectrum Allocation ◽

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Spectrum allocation for cognitive radio networks with non-deterministic bandwidth of spectrum hole

China Communications ◽

10.1109/cc.2017.7897325 ◽

2017 ◽

Vol 14 (3) ◽

pp. 87-96 ◽

Author(s):

Jie Huang ◽

Xiaoping Zeng ◽

Xiaoheng Tan ◽

Xin Jian ◽

Yuan He

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Spectrum Allocation ◽

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Power control with reinforcement learning in cooperative cognitive radio networks against jamming

The Journal of Supercomputing ◽

10.1007/s11227-015-1420-1 ◽

2015 ◽

Vol 71 (9) ◽

pp. 3237-3257 ◽

Author(s):

Liang Xiao ◽

Yan Li ◽

Jinliang Liu ◽

Yifeng Zhao

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Power Control ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Cooperative Cognitive Radio Networks

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Spectrum Allocation in Cognitive Radio Networks by Hybrid Analytic Hierarchy Process and Graph Coloring Theory

Machine Learning and Intelligent Communications - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ◽

10.1007/978-3-319-73447-7_2 ◽

2018 ◽

pp. 8-14

Author(s):

Jianfei Shi ◽

Feng Li ◽

Xin Liu ◽

Mu Zhou ◽

Jiangxin Zhang ◽

...

Keyword(s):

Cognitive Radio ◽

Analytic Hierarchy Process ◽

Cognitive Radio Networks ◽

Graph Coloring ◽

Radio Networks ◽

Spectrum Allocation ◽

Analytic Hierarchy ◽

Hierarchy Process

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