IRS
D3QN framework for distributed resource allocation
RIS-Codes-Collection: A Complete Collection contains the Codes for RIS(IRS) Researches.
Worst-case MSE Minimization for RIS-assisted mmWave MU-MISO Systems with Hardware Impairments and CSI Imperfection
Source code for "Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning", IEEE JSAC.
Deep-GRAIL: Deep Deterministic Policy Gradient with Imitation Learning
DRL-Based Transmission Design for Distributed STAR-RIS-aided Communications (IEEE International Conference on Advanced Networks and Telecommunications Systems)
Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU
Simulations on IRS aided vehicular communications
Simulation code for "Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface," by V. Kumar, M. F. Flanagan, R. Zhang, and L. -N. Tran, IEEE Wirele…
simulation for https://ieeexplore.ieee.org/document/9434412
IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communi…
This is the code for the paper "Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hertz Massive MIMO"
ddpg with RIS in secure wireless communication
Aerial Reconfigurable Intelligent Surface-Aided Wireless Communication Systems, IEEE PIMRC, 2021
Code for our paper 'Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems'.
Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning Under the Phase-Dependent Amplitude Model
Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning
Simulation code for "Multiple Residual Dense Networks for Reconfigurable Intelligent Surfaces Cascaded Channel Estimation" by Y. Jin, J. Zhang, C. Huang, L. Yang, H. Xiao, B. Ai and Z. Wang, IEEE T…
Performance analysis of IRS-assisted relay systems