Spectrum Access In Cognitive Radio Using a Two-Stage Reinforcement Learning Approach

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2018.2798920 ◽

2018 ◽

Vol 12 (1) ◽

pp. 20-34 ◽

Author(s):

Vishnu Raj ◽

Irene Dias ◽

Thulasi Tholeti ◽

Sheetal Kalyani

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Learning Approach ◽

Spectrum Access ◽

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Optimal cooperative cognitive relaying and spectrum access for an energy harvesting cognitive radio: Reinforcement learning approach

2015 International Conference on Computing, Networking and Communications (ICNC) ◽

10.1109/iccnc.2015.7069344 ◽

2015 ◽

Author(s):

Ahmed El Shafie ◽

Tamer Khattab ◽

Hussien Saad ◽

Amr Mohamed

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Energy Harvesting ◽

Learning Approach ◽

Spectrum Access

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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 ◽

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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 ◽

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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Two-stage reinforcement-learning-based cognitive radio with exploration control

IET Communications ◽

10.1049/iet-com.2009.0803 ◽

2011 ◽

Vol 5 (5) ◽

pp. 644-651 ◽

Author(s):

T. Jiang ◽

D. Grace ◽

Y. Liu

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

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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 ◽

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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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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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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A Reinforcement Learning Approach to Dynamic Spectrum Access in Internet-of-Things Networks

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8762091 ◽

2019 ◽

Author(s):

Han Cha ◽

Seong-Lyun Kim

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

Learning Approach ◽

Spectrum Access

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A Two-Stage Reinforcement Learning Approach for Multi-UAV Collision Avoidance Under Imperfect Sensing

IEEE Robotics and Automation Letters ◽

10.1109/lra.2020.2974648 ◽

2020 ◽

Vol 5 (2) ◽

pp. 3098-3105

Author(s):

Dawei Wang ◽

Tingxiang Fan ◽

Tao Han ◽

Jia Pan

Keyword(s):

Reinforcement Learning ◽

Collision Avoidance ◽

Learning Approach ◽

Two Stage ◽

Multi Uav ◽

Imperfect Sensing

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Using cognitive radio to deliver green communications: a reinforcement learning approach

International Journal of Knowledge Engineering and Data Mining ◽

10.1504/ijkedm.2019.105241 ◽

2019 ◽

Vol 6 (4) ◽

pp. 331

Author(s):

Mohammed Saleh Bendella ◽

Badr Benmammar ◽

Francine Krief

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Learning Approach ◽

Green Communications

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