Self-Organizing Sustainable Spectrum Management Methodology in Cognitive Radio Vehicular Adhoc Network (CRAVENET) Environment: A Reinforcement Learning Approach

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) ◽

10.1109/icsccc.2018.8703268 ◽

2018 ◽

Cited By ~ 4

Author(s):

Kamal Kumar Ghanshala ◽

Sachin Sharma ◽

Seshadri Mohan ◽

Lata Nautiyal ◽

Preeti Mishra ◽

...

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Spectrum Management ◽

Learning Approach ◽

Adhoc Network ◽

Self Organizing

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Graph convolution network deep reinforcement learning approach based on manifold regularization in cognitive radio network

2021 International Wireless Communications and Mobile Computing (IWCMC) ◽

10.1109/iwcmc51323.2021.9498749 ◽

2021 ◽

Author(s):

Zhang Yanyan ◽

Liu Zeyu ◽

Wang Baocong

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Network ◽

Learning Approach ◽

Manifold Regularization ◽

Radio Network

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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

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Spectrum Management in High-Speed Railway Cooperative Cognitive Radio Network Based on Multi-agent Reinforcement Learning

2020 International Wireless Communications and Mobile Computing (IWCMC) ◽

10.1109/iwcmc48107.2020.9148437 ◽

2020 ◽

Author(s):

Cheng Wang ◽

Qingting Wu ◽

Ziwen Tang ◽

Jie Sheng ◽

Cheng Wu ◽

...

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

High Speed ◽

Cognitive Radio Network ◽

Spectrum Management ◽

Radio Network ◽

High Speed Railway ◽

Multi Agent

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Reinforcement Learning Spectrum Management Paradigm in Cognitive Radio using Novel State and Action Sets

Procedia Computer Science ◽

10.1016/j.procs.2018.03.020 ◽

2018 ◽

Vol 129 ◽

pp. 433-437 ◽

Cited By ~ 2

Author(s):

Zhijie Yin ◽

Yiming Wang ◽

Cheng Wu

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Spectrum Management

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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

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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

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Adaptive Spectrum Management in MIMO-OFDM Cognitive Radio: An Exponential Learning Approach

Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools ◽

10.4108/icst.valuetools.2013.254385 ◽

2014 ◽

Author(s):

Panayotis Mertikopoulos ◽

E. Veronica Belmega

Keyword(s):

Cognitive Radio ◽

Spectrum Management ◽

Learning Approach ◽

Mimo Ofdm

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A Fuzzy Reinforcement Learning Approach to QoS Provisioning Transmission in Cognitive Radio Networks

Lecture Notes in Computer Science - Hybrid Artificial Intelligence Systems ◽

10.1007/978-3-319-07617-1_6 ◽

2014 ◽

pp. 61-73

Author(s):

Jerzy Martyna

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Learning Approach ◽

Qos Provisioning

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Intelligent spectrum management based on reinforcement learning schemes in cooperative cognitive radio networks

Physical Communication ◽

10.1016/j.phycom.2020.101226 ◽

2020 ◽

Vol 43 ◽

pp. 101226

Author(s):

Amandeep Kaur ◽

Krishan Kumar

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Spectrum Management ◽

Radio Networks ◽

Cooperative Cognitive Radio Networks ◽

Learning Schemes

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A Fuzzy Neural Network based reasoning and learning approach for efficient spectrum management in cognitive radio

2015 International Conference on Signal Processing, Computing and Control (ISPCC) ◽

10.1109/ispcc.2015.7375057 ◽

2015 ◽

Author(s):

Naveen Kumar ◽

Neetu Sood

Keyword(s):

Neural Network ◽

Cognitive Radio ◽

Fuzzy Neural Network ◽

Spectrum Management ◽

Learning Approach ◽

Fuzzy Neural

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