Dynamic Spectrum Access Scheme of Joint Power Control in Underlay Mode Based on Deep Reinforcement Learning

2020 ◽  
Author(s):  
Xiping Chen ◽  
Xianzhong Xie ◽  
Zhaoyuan Shi ◽  
Zishen Fan
Keyword(s):  
Reinforcement Learning ◽  
Power Control ◽  
Dynamic Spectrum Access ◽  
Dynamic Spectrum ◽  
Spectrum Access ◽  
Joint Power ◽  
Access Scheme ◽  
Joint Power Control

Reinforcement learning based dynamic spectrum access in cognitive Internet of Vehicles

2021 ◽  
Vol 18 (7) ◽  
pp. 58-68
Author(s):  
Xin Liu ◽  
Can Sun ◽  
Mu Zhou ◽  
Bin Lin ◽  
Yuto Lim
Keyword(s):  
Reinforcement Learning ◽  
Dynamic Spectrum Access ◽  
Dynamic Spectrum ◽  
Spectrum Access ◽  
Internet Of Vehicles

scholarly journals Joint Power Control and Channel Allocation for Interference Mitigation Based on Reinforcement Learning

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 177254-177265 ◽  
Author(s):  
Guofeng Zhao ◽  
Yong Li ◽  
Chuan Xu ◽  
Zhenzhen Han ◽  
Yuan Xing ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Power Control ◽  
Interference Mitigation ◽  
Channel Allocation ◽  
Joint Power ◽  
Joint Power Control

Performance Analysis of a Control-Free Dynamic Spectrum Access Scheme

2011 ◽  
Vol 10 (12) ◽  
pp. 4316-4323 ◽  
Author(s):  
Chunsheng Xin ◽  
Min Song ◽  
Liangping Ma ◽  
and Chien-Chung Shen
Keyword(s):  
Performance Analysis ◽  
Dynamic Spectrum Access ◽  
Dynamic Spectrum ◽  
Spectrum Access ◽  
Access Scheme ◽  
Free Dynamic

Accelerating Model-Free Reinforcement Learning With Imperfect Model Knowledge in Dynamic Spectrum Access

2020 ◽  
Vol 7 (8) ◽  
pp. 7517-7528 ◽  
Author(s):  
Lianjun Li ◽  
Lingjia Liu ◽  
Jianan Bai ◽  
Hao-Hsuan Chang ◽  
Hao Chen ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Dynamic Spectrum Access ◽  
Dynamic Spectrum ◽  
Spectrum Access ◽  
Model Free
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