Reconfigurable-Intelligent-Surface-aided-secure-wireless-communication

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Reconfigurable-Intelligent-Surface-aided-secure-wireless-communication

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ddpg with RIS in secure wireless communication

Reconfigurable-Intelligent-Surface-aided-secure-wireless-communication 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

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# Reconfigurable-Intelligent-Surface-aided-secure-wireless-communication
ddpg with RIS in secure wireless communication

For more information, please refer to the original author's project library

https://github.com/baturaysaglam/RIS-MISO-Deep-Reinforcement-Learning

reference
> @article{Peng2022DeepRL,
  title={Deep Reinforcement Learning for RIS-Aided Multiuser Full-Duplex Secure Communications With Hardware Impairments},
  author={Zhangjie Peng and Zhibo Zhang and Lei Kong and Cunhua Pan and Li Li and Jiangzhou Wang},
  journal={IEEE Internet of Things Journal},
  year={2022},
  volume={9},
  pages={21121-21135}
}

> @article{Feng2020DeepRL,
  title={Deep Reinforcement Learning Based Intelligent Reflecting Surface Optimization for MISO Communication Systems},
  author={Keming Feng and Qisheng Wang and Xiao Li and Chao-Kai Wen},
  journal={IEEE Wireless Communications Letters},
  year={2020},
  volume={9},
  pages={745-749}
}

> @article{Huang2020ReconfigurableIS,
  title={Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning},
  author={Chongwen Huang and Ronghong Mo and Chau Yuen},
  journal={IEEE Journal on Selected Areas in Communications},
  year={2020},
  volume={38},
  pages={1839-1850}
}

> @article{Cui2019SecureWC,
  title={Secure Wireless Communication via Intelligent Reflecting Surface},
  author={Miao Cui and Guangchi Zhang and Rui Zhang},
  journal={IEEE Wireless Communications Letters},
  year={2019},
  volume={8},
  pages={1410-1414}
}

reference link：
RIS environment
> https://github.com/mengxiaomao/PA_TWC
> 
> https://github.com/chestapahuja/Deep-Reinforcement-Learning-for-Intelligent-reflecting-Surfaces
> 
> https://github.com/baturaysaglam/RIS-MISO-Deep-Reinforcement-Learning
> 
> https://github.com/ken0225/RIS-Codes-Collection
> 
> https://github.com/Brook1711/RIS_components
> 
> https://github.com/farismismar/Deep-Reinforcement-Learning-for-5G-Networks

DRL
> https://github.com/datawhalechina/easy-rl
> 
> https://github.com/AI4Finance-Foundation/ElegantRL
> 
> https://github.com/xiaotudui/pytorch-tutorial
> 
> https://github.com/eleurent/phd-bibliography

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