Intelligent Dynamic Spectrum Access using Deep Reinforcement Learning for VANETs

IEEE Sensors Journal ◽

10.1109/jsen.2021.3056463 ◽

2021 ◽

pp. 1-1

Author(s):

Yonghua Wang ◽

Xueyang Li ◽

Pin Wan ◽

Ruiyu Shao

Keyword(s):

Reinforcement Learning ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

Spectrum Access

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Reinforcement learning based dynamic spectrum access in cognitive Internet of Vehicles

China Communications ◽

10.23919/jcc.2021.07.006 ◽

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

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Multi-agent Reinforcement Learning Based Distributed Dynamic Spectrum Access

IEEE Transactions on Cognitive Communications and Networking ◽

10.1109/tccn.2021.3120996 ◽

2021 ◽

pp. 1-1

Author(s):

Hasan Albinsaid ◽

Keshav Singh ◽

Sudip Biswas ◽

Chih-Peng Li

Keyword(s):

Reinforcement Learning ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

Spectrum Access ◽

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Multi-user dynamic spectrum access based on reinforcement learning

Eleventh International Conference on Graphics and Image Processing (ICGIP 2019) ◽

10.1117/12.2557620 ◽

2020 ◽

Author(s):

Jinming Xu ◽

Zheng Dou ◽

Lin Qi

Keyword(s):

Reinforcement Learning ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

Spectrum Access

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Fast Learning Cognitive Radios in Underlay Dynamic Spectrum Access: Integration of Transfer Learning into Deep Reinforcement Learning

2020 Wireless Telecommunications Symposium (WTS) ◽

10.1109/wts48268.2020.9198732 ◽

2020 ◽

Author(s):

Fatemeh Shah-Mohammadi ◽

Andres Kwasinski

Keyword(s):

Reinforcement Learning ◽

Transfer Learning ◽

Dynamic Spectrum Access ◽

Cognitive Radios ◽

Dynamic Spectrum ◽

Spectrum Access ◽

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

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.2988268 ◽

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 ◽

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Dynamic Spectrum Access in realistic environments using reinforcement learning

2012 International Symposium on Communications and Information Technologies (ISCIT) ◽

10.1109/iscit.2012.6380943 ◽

2012 ◽

Author(s):

Tor Andre Myrvoll ◽

Jan Erik Hakegard

Keyword(s):

Reinforcement Learning ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

Spectrum Access

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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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Deep Reinforcement Learning Based Dynamic Spectrum Access for D2D Communication Underlay Cellular Networks

IEEE Communications Letters ◽

10.1109/lcomm.2021.3079920 ◽

2021 ◽

pp. 1-1

Author(s):

Jingfei Huang ◽

Yang Yang ◽

Gang He ◽

Yang Xiao ◽

Jun Liu

Keyword(s):

Reinforcement Learning ◽

Cellular Networks ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

D2d Communication ◽

Spectrum Access

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A Deep Reinforcement Learning Framework for Spectrum Management in Dynamic Spectrum Access

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3052691 ◽

2021 ◽

pp. 1-1

Author(s):

Hao Song ◽

Lingjia Liu ◽

Jonathan Ashdown ◽

Yang Yi

Keyword(s):

Reinforcement Learning ◽

Dynamic Spectrum Access ◽

Spectrum Management ◽

Dynamic Spectrum ◽

Spectrum Access ◽

Learning Framework

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Deep Multi-User Reinforcement Learning for Dynamic Spectrum Access in Multichannel Wireless Networks

GLOBECOM 2017 - 2017 IEEE Global Communications Conference ◽

10.1109/glocom.2017.8254101 ◽

2017 ◽

Author(s):

Oshri Naparstek ◽

Kobi Cohen

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

Spectrum Access ◽

Multichannel Wireless Networks

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