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

Download Full-text

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

Download Full-text

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 ◽

Cited By ~ 27

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

Download Full-text

Deep Reinforcement Learning Approach to QoE-Driven Resource Allocation for Spectrum Underlay in Cognitive Radio Networks

2018 IEEE International Conference on Communications Workshops (ICC Workshops) ◽

10.1109/iccw.2018.8403658 ◽

2018 ◽

Cited By ~ 2

Author(s):

Fatemeh Shah-Mohammadi ◽

Andres Kwasinski

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Learning Approach ◽

Spectrum Underlay

Download Full-text

Multi-objective reinforcement learning based routing in cognitive radio networks: Walking in a random maze

2012 International Conference on Computing, Networking and Communications (ICNC) ◽

10.1109/iccnc.2012.6167444 ◽

2012 ◽

Cited By ~ 7

Author(s):

Kun Zheng ◽

Husheng Li ◽

Robert C. Qiu ◽

Shuping Gong

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Multi Objective

Download Full-text

Reinforcement learning based secondary user transmissions in cognitive radio networks

2013 IEEE Globecom Workshops (GC Wkshps) ◽

10.1109/glocomw.2013.6825016 ◽

2013 ◽

Cited By ~ 8

Author(s):

Senthuran Arunthavanathan ◽

Sithamparanathan Kandeepan ◽

Robin J. Evans

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Secondary User

Download Full-text

A Negotiation Game for Multichannel Access in Cognitive Radio Networks

Proceedings of the 4th International ICST Conference on Wireless Internet ◽

10.4108/icst.wicon2008.4943 ◽

2008 ◽

Cited By ~ 10

Author(s):

Hua Liu ◽

Longbo Huang ◽

Bhaskar Krishnamachari ◽

Qing Zhao

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Negotiation Game ◽

Multichannel Access

Download Full-text

Reinforcement Learning for Resource Allocation in Cognitive Radio Networks

Machine Learning for Future Wireless Communications ◽

10.1002/9781119562306.ch2 ◽

2019 ◽

pp. 27-44 ◽

Cited By ~ 5

Author(s):

Andres Kwasinski ◽

Wenbo Wang ◽

Fatemeh Shah Mohammadi

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks

Download Full-text

Reinforcement Learning-Based Spectrum Management for Cognitive Radio Networks: A Literature Review and Case Study

Handbook of Cognitive Radio ◽

10.1007/978-981-10-1394-2_58 ◽

2019 ◽

pp. 1849-1886

Author(s):

Marco Di Felice ◽

Luca Bedogni ◽

Luciano Bononi

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Literature Review ◽

Cognitive Radio Networks ◽

Spectrum Management ◽

Radio Networks

Download Full-text

Energy-Efficient Channel Switching in Cognitive Radio Networks: A Reinforcement Learning Approach

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.3006471 ◽

2020 ◽

Vol 69 (10) ◽

pp. 12359-12362

Author(s):

Haichuan Ding ◽

Xuanheng Li ◽

Ying Ma ◽

Yuguang Fang

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Energy Efficient ◽

Radio Networks ◽

Learning Approach ◽

Channel Switching

Download Full-text

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 ◽

Cited By ~ 15

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

Download Full-text