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

Yonghua Wang; Zifeng Ye; Pin Wan; Jiajun Zhao

doi:10.1007/s10462-018-9639-x

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

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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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Synergy routing and dynamic spectrum allocation in multi‐hop cognitive radio networks

IET Networks ◽

10.1049/iet-net.2012.0158 ◽

2014 ◽

Vol 3 (2) ◽

pp. 82-87 ◽

Cited By ~ 4

Author(s):

Xiaorong Zhu ◽

Hongbo Zhu

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation

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An auction-based mechanism for dynamic spectrum allocation in participatory cognitive radio networks

2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) ◽

10.1109/allerton.2012.6483484 ◽

2012 ◽

Cited By ~ 7

Author(s):

V. Sriram Siddhardh Nadendla ◽

S. Brahma ◽

P. K. Varshney

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation

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Integrating energy harvesting and dynamic spectrum allocation in Cognitive Radio Networks

2016 IEEE Wireless Communications and Networking Conference ◽

10.1109/wcnc.2016.7564847 ◽

2016 ◽

Cited By ~ 1

Author(s):

Ayman Sabbah ◽

Mohamed Ibnkahla

Keyword(s):

Cognitive Radio ◽

Energy Harvesting ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation

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On Spectrum Sharing and Dynamic Spectrum Allocation: MAC Layer Spectrum Sensing in Cognitive Radio Networks

2010 International Conference on Communications and Mobile Computing ◽

10.1109/cmc.2010.342 ◽

2010 ◽

Cited By ~ 16

Author(s):

Mohamed Hamid ◽

Abbas Mohammed ◽

Zhe Yang

Keyword(s):

Cognitive Radio ◽

Spectrum Sensing ◽

Cognitive Radio Networks ◽

Spectrum Sharing ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation ◽

Mac Layer

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A novel dynamic spectrum allocation and power control algorithm with fairness for multi-hop cognitive radio networks

2015 IEEE 5th International Conference on Electronics Information and Emergency Communication ◽

10.1109/iceiec.2015.7284577 ◽

2015 ◽

Cited By ~ 1

Author(s):

Xuebing Pei

Keyword(s):

Cognitive Radio ◽

Power Control ◽

Cognitive Radio Networks ◽

Control Algorithm ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation ◽

Power Control Algorithm

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Comparison of Mamdani and Sugeno Inference Systems for Dynamic Spectrum Allocation in Cognitive Radio Networks

Wireless Personal Communications ◽

10.1007/s11277-012-0845-6 ◽

2012 ◽

Vol 71 (2) ◽

pp. 805-819 ◽

Cited By ~ 6

Author(s):

Mansi Subhedar ◽

Gajanan Birajdar

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation ◽

Inference Systems

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Dynamic Spectrum Allocation Based Confidentiality for Cognitive Radio Networks

2010 IEEE Global Telecommunications Conference GLOBECOM 2010 ◽

10.1109/glocom.2010.5684027 ◽

2010 ◽

Author(s):

Chao Zou ◽

Chunxiao Chigan

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation

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A fuzzy neural approach for dynamic spectrum allocation in cognitive radio networks

2014 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2014] ◽

10.1109/iccpct.2014.7054970 ◽

2014 ◽

Cited By ~ 3

Author(s):

Girish V. Lakhekar ◽

Rupam Gupta Roy

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation ◽

Fuzzy Neural

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Game Theory based Dynamic Spectrum Allocation for Secondary Users in the Cell Edge of Cognitive Radio Networks

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2014.07.002 ◽

2014 ◽

Vol 8 (7) ◽

Keyword(s):

Game Theory ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Dynamic Spectrum Allocation ◽

Secondary Users ◽

Cell Edge

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