Reinforcement Learning for Resource Allocation in Cognitive Radio Networks

Machine Learning for Future Wireless Communications ◽

10.1002/9781119562306.ch2 ◽

2019 ◽

pp. 27-44 ◽

Author(s):

Andres Kwasinski ◽

Wenbo Wang ◽

Fatemeh Shah Mohammadi

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Cognitive Radio ◽

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 ◽

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

A Reinforcement Learning based Green Resource Allocation for Heterogeneous Services in Cooperative Cognitive Radio Networks

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2021.3137887 ◽

2021 ◽

pp. 1-1

Author(s):

Amandeep Kaur ◽

Krishan Kumar

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Cooperative Cognitive Radio Networks ◽

Heterogeneous Services

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

Withdrawn: Hybrid optimisation algorithms for resource allocation in heterogeneous cognitive radio networks

IET Wireless Sensor Systems ◽

10.1049/iet-wss.2019.0122 ◽

2020 ◽

Author(s):

Hariprasath Manoharan ◽

Adam Raja Basha ◽

Yuvaraja T. ◽

Abirami Manoharan

Keyword(s):

Resource Allocation ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Optimisation Algorithms

Download Full-text

Graph-based robust resource allocation for cognitive radio networks

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6855017 ◽

2014 ◽

Author(s):

Lu Lu ◽

Dawei He ◽

Xingxing Yu ◽

Geoffrey Ye Li

Keyword(s):

Resource Allocation ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Robust Resource Allocation

Download Full-text

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

Throughput and fairness enhancement based resource allocation scheme for underlay cognitive radio networks

2017 Japan-Africa Conference on Electronics, Communications and Computers (JAC-ECC) ◽

10.1109/jec-ecc.2017.8305780 ◽

2017 ◽

Author(s):

Kyrillos Youssef ◽

Nagy Messiha ◽

Mohammed Abd-Elnaby

Keyword(s):

Resource Allocation ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Allocation Scheme ◽

Underlay Cognitive Radio ◽

Resource Allocation Scheme

Download Full-text

Joint resource allocation for learning-based cognitive radio networks with MIMO-OFDM relay-aided transmissions

2013 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc.2013.6555087 ◽

2013 ◽

Author(s):

Shuo Li ◽

Bingquan Li ◽

Chengwen Xing ◽

Zesong Fei ◽

Shaodan Ma

Keyword(s):

Resource Allocation ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Joint Resource Allocation ◽

Download Full-text

Aggregation-aware resource allocation for cognitive radio networks

2016 IEEE International Conference on Communication Systems (ICCS) ◽

10.1109/iccs.2016.7833552 ◽

2016 ◽

Author(s):

Jingyi Dai ◽

Shaowei Wang

Keyword(s):

Resource Allocation ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Download Full-text

Resource allocation with delay QoS guarantees for spectrum sharing in cognitive radio networks

2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) ◽

10.1109/pimrc.2015.7343378 ◽

2015 ◽

Author(s):

Yanbo Ma ◽

Piming Ma ◽

Xiao Yang ◽

Qiang Liu ◽

Liuqing Ma

Keyword(s):

Resource Allocation ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Spectrum Sharing ◽

Radio Networks ◽

Download Full-text