Pinned Repositories
Attention_channel_estimation
BF-design-with-DL
Beamforming design with deep learning.
CF-Low-Resolution-ADCs
Simulation code for "Cell-Free Massive MIMO With Low-Resolution ADCs Over Spatially Correlated Channels" by Jiayi Zhang, Jing Zhang, and Bo Ai, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).
CF-mMIMO-HBF
Simulation code for "Decentralized Beamforming for Cell-Free Massive MIMO with Unsupervised Learning" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau, 2022.
CF_CA_Correlated
Simulation code for "Impact of channel aging on cell-free massive MIMO over spatially correlated channels" by Jiakang Zheng, Jiayi Zhang, Emil Björnson and Bo Ai, IEEE Transactions on Wireless Communications, vol. 20, no. 10, pp. 6451–6466, Oct. 2021.
Ch_Est_Data_Det_1-Bit
This is a collection of MATLAB scripts to generate numerical results for the paper "Channel Estimation and Data Detection Analysis of Massive MIMO with 1-Bit ADCs," IEEE Trans. Wireless Commun. (to appear), 2021
Deep-Generalized-Unfolding-Networks-for-Image-Restoration
Accepted by CVPR 2022
Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
github_repository_collection
将自己点星的一些仓库进行整理
UWOC-JCCESD
This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater wireless optical communication (UWOC) systems.
zyy341's Repositories
zyy341/Deep-Generalized-Unfolding-Networks-for-Image-Restoration
Accepted by CVPR 2022
zyy341/UWOC-JCCESD
This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater wireless optical communication (UWOC) systems.
zyy341/Attention_channel_estimation
zyy341/BF-design-with-DL
Beamforming design with deep learning.
zyy341/CF-Low-Resolution-ADCs
Simulation code for "Cell-Free Massive MIMO With Low-Resolution ADCs Over Spatially Correlated Channels" by Jiayi Zhang, Jing Zhang, and Bo Ai, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).
zyy341/CF-mMIMO-HBF
Simulation code for "Decentralized Beamforming for Cell-Free Massive MIMO with Unsupervised Learning" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau, 2022.
zyy341/CF_CA_Correlated
Simulation code for "Impact of channel aging on cell-free massive MIMO over spatially correlated channels" by Jiakang Zheng, Jiayi Zhang, Emil Björnson and Bo Ai, IEEE Transactions on Wireless Communications, vol. 20, no. 10, pp. 6451–6466, Oct. 2021.
zyy341/Ch_Est_Data_Det_1-Bit
This is a collection of MATLAB scripts to generate numerical results for the paper "Channel Estimation and Data Detection Analysis of Massive MIMO with 1-Bit ADCs," IEEE Trans. Wireless Commun. (to appear), 2021
zyy341/channel-estimation
Channel estimations based on RLS, LMS and ML methods.
zyy341/Channelformer
Code for Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training
zyy341/deepinv
PyTorch library for solving imaging inverse problems using deep learning
zyy341/Enhancing_Least_Square_Channel_Estimation_Using_Deep_Learning
zyy341/Factor-Graph-Neural-Network
Factor Graph Neural Network
zyy341/grant-free
Simulation code for “Clustering-Based Activity Detection Algorithms for Grant-Free Random Access in Cell-Free Massive MIMO,” by U. K. Ganesan, E. Björnson and E. G. Larsson, IEEE Transactions on Communications, vol. 69, no. 11, pp. 7520-7530, November 2021
zyy341/Hybrid_ISTA
Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks
zyy341/Massive-MIMO-Deep-Decoder
Implementation of "Massive MIMO Channel Estimation with an untrained deep neural network"
zyy341/massiveMIMOdetection
Simple massive MIMO simulator that includes several data-detectors
zyy341/MIMO_JCESD
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection
zyy341/Model-Driven-Hybrid-Channel-Estimation
Codes for paper Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems
zyy341/MOI
Multi-Operator Imaging (MOI), NeurIPS'2022
zyy341/Power_Allocation_DDPG
Simulation code for "Downlink Power Control for Cell-Free Massive MIMO with Deep Reinforcement Learning" by Lirui Luo, Jiayi Zhang, Shuaifei Chen, Bo Ai, and Derrick Wing Kwan Ng, IEEE Transactions on Vehicular Technology.
zyy341/Robust_Deep_Learning_Channel_Estimation_under_Interference
zyy341/Semi-blind-Channel-Estimation-for-Multiuser-Massive-MIMO-Systems
Simulation code for "E. Nayebi and B. D. Rao, "Semi-blind Channel Estimation for Multiuser Massive MIMO Systems," in IEEE Transactions on Signal Processing, vol. 66, no. 2, pp. 540-553, 15 Jan.15, 2018, doi: 10.1109/TSP.2017.2771725."
zyy341/sionna
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
zyy341/Source-Code-X.Ma
信道估计Data-Driven Deep Learning to Design Pilot and Channel Estimator for Massive MIMO
zyy341/speech_analytics
Speech analytics package for call-center
zyy341/team-MMSE
Simulation code for “ Team MMSE Precoding with Applications to Cell-free Massive MIMO” by Lorenzo Miretti, Emil Björnson, David Gesbert, To appear 2022
zyy341/TPDG-Net
zyy341/unfoldedVBA
zyy341/wireless-powered-cell-free
Simulation code for “Joint Power Control and LSFD for Wireless-Powered Cell-Free Massive MIMO,” by Özlem Tuğfe Demir and Emil Björnson, IEEE Transactions on Wireless Communications, to appear.