Research on Multi-user Dynamic Spectrum Allocation Strategy Using Reinforcement Learning in Unknown Environments

Allocation Strategy ◽

Unknown Environments

QoE-Fairness Tradeoff Scheme for Dynamic Spectrum Allocation Based on Deep Reinforcement Learning

10.1145/3487075.3487137 ◽

2021 ◽

Author(s):

Le Tong ◽

Yangyi Chen ◽

Xin Zhou ◽

Yifu Sun

Keyword(s):

Reinforcement Learning ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Communications in Computer and Information Science - Knowledge and Systems Sciences ◽

A Dynamic Spectrum Allocation Strategy in CRNs and Its Performance Evaluation

10.1007/978-981-10-2857-1_17 ◽

2016 ◽

pp. 196-202

Author(s):

Shunfu Jin ◽

Wuyi Yue

Keyword(s):

Performance Evaluation ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Allocation Strategy

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 in Urban Air Transportation System via Deep Reinforcement Learning

10.1109/dasc52595.2021.9594301 ◽

2021 ◽

Author(s):

Ruixuan Han ◽

Hongxiang Li ◽

Eric J. Knoblock ◽

Rafael D. Apaza

Keyword(s):

Reinforcement Learning ◽

Air Transportation ◽

Transportation System ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Urban Air ◽

System model and performance estimation of dynamic spectrum allocation strategy with multi-channel and imperfect sensing

International Journal of Computer Mathematics ◽

10.1080/00207160.2016.1227797 ◽

2016 ◽

Vol 94 (9) ◽

pp. 1727-1737 ◽

Cited By ~ 2

Author(s):

Shunfu Jin ◽

Yu Sun

Keyword(s):

Dynamic Spectrum ◽

Spectrum Allocation ◽

Performance Estimation ◽

System Model ◽

Allocation Strategy ◽

And Performance ◽

Imperfect Sensing

Improving reinforcement learning algorithms for dynamic spectrum allocation in cognitive sensor networks

2013 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc.2013.6554535 ◽

2013 ◽

Cited By ~ 13

Author(s):

Leonardo Roveda Faganello ◽

Rafael Kunst ◽

Cristiano Bonato Both ◽

Lisandro Zambenedetti Granville ◽

Juergen Rochol

Keyword(s):

Reinforcement Learning ◽

Sensor Networks ◽

Learning Algorithms ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

Cognitive Sensor Networks

Research on Dynamic Spectrum Allocation Using Cognitive Radio Technologies

Chinese Journal of Computers ◽

10.3724/sp.j.1016.2012.00446 ◽

2012 ◽

Vol 35 (3) ◽

pp. 446-453 ◽

Cited By ~ 4

Author(s):

Yu-Ming GE ◽

Yi SUN ◽

Hai JIANG ◽

Jun LI ◽

Zhong-Cheng LI

Keyword(s):

Cognitive Radio ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽

2008 3rd International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CrownCom 2008) ◽

Dynamic Spectrum Allocation with Second-Price Auctions: When Time is Money

10.1109/crowncom.2008.4562546 ◽

2008 ◽

Cited By ~ 12

Author(s):

Anh Tuan Hoang ◽

Ying-Chang Liang

Keyword(s):

Dynamic Spectrum ◽

Spectrum Allocation ◽

Second Price Auctions

Realization of dynamic spectrum allocation using PSO

2016 Conference on Advances in Signal Processing (CASP) ◽

10.1109/casp.2016.7746161 ◽

2016 ◽

Cited By ~ 1

Author(s):

Snehal C. Ratnaparkhi ◽

Mithra Venkatesan ◽

A. V. Kulkarni

Keyword(s):

Dynamic Spectrum ◽

Spectrum Allocation ◽

Static and dynamic spectrum allocation in flexi-grid optical networks

2012 14th International Conference on Transparent Optical Networks (ICTON) ◽

10.1109/icton.2012.6254503 ◽

2012 ◽

Cited By ~ 2

Author(s):

K. Christodoulopoulos ◽

E. Varvarigos

Keyword(s):

Optical Networks ◽

Dynamic Spectrum ◽

Spectrum Allocation ◽