BJTU-MIMO / Channel_estimation_MRDN
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 Transactions on Vehicular Technology, vol. 71, no. 2, pp. 2134-2139, Feb. 2022,
☆16Updated 3 years ago
Alternatives and similar repositories for Channel_estimation_MRDN:
Users that are interested in Channel_estimation_MRDN are comparing it to the libraries listed below
- ☆17Updated last year
- Source code for paper "Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding."☆15Updated 10 months ago
- Simulation code for “Channel estimation for mmWave massive MIMO with convolutional blind denoising network” by Y. Jin, J. Zhang, B. Ai, a…☆17Updated 3 years ago
- Machine Learning-Based CSI Feedback With Variable Length in FDD Massive MIMO☆16Updated last year
- Channel Estimation for RIS Systems☆18Updated 8 months ago
- HaoLei-tnunder / Channel_Estimation_for_XL-MIMO_Systems_with_Polar-Domain_Multi-Scale_Residual_Dense_NetworkChannel Estimation for XL-MIMO Systems with Polar-Domain Multi-Scale Residual Dense Network☆18Updated last year
- Pytorch codes for "Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO" in IEEE Journal of Selected…☆12Updated 7 months ago
- Implementation of "Massive MIMO Channel Estimation with an untrained deep neural network"☆16Updated 4 years ago
- My masterthesis☆13Updated last year
- GAI driven MIMO channel estimation by diffusion model☆21Updated 2 months ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆32Updated 2 years ago
- Codes for paper Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems☆23Updated 2 years ago
- Code for IEEE Tcom paper: Sensing User’s Activity, Channel, and Location with Near-Field Extra-Large-Scale MIMO☆20Updated 6 months ago
- abdulkarimgizzini / Temporal-Averaging-LSTM-based-Channel-Estimation-Scheme-for-IEEE-802.11p-StandardThis repository includes the source code of the LSTM-based channel estimators proposed in "Temporal Averaging LSTM-based Channel Estimati…☆25Updated last year
- A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems☆44Updated 10 months ago
- Deep learning-aided muticarrier systems (MC-AE)☆10Updated 4 years ago
- Semi-Supervised End-to-End Learning for Integrated Sensing and Communications☆19Updated last year
- ☆14Updated 2 years ago
- Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".☆13Updated last year
- Simulation code for "Channel Estimation for Semi-Passive Reconfigurable Intelligent Surfaces With Enhanced Deep Residual Networks" by Y. …☆28Updated 3 years ago
- yanzhenliu97 / Deep-Unfolding-Beamforming-for-Intelligent-Reflecting-Surface-assisted-Full-Duplex-Systems☆16Updated 3 years ago
- Pytorch codes for "An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation" in IEEE Journal of Selec…☆54Updated 11 months ago
- Data-Driven Channel Estimation Test Bed☆21Updated last year
- ☆35Updated 2 years ago
- The source code for the paper☆16Updated 2 years ago
- Closed-Form Global Optimization of Beyond Diagonal Reconfigurable Intelligent Surfaces☆16Updated last year
- Simulation routines for "URLLC with Massive MIMO: Analysis and Design at Finite Blocklength", Johan Östman, Alejandro Lancho, Giuseppe Du…☆21Updated last year
- Repo of the code of the paper "Localization-based OFDM scheduling for RIS-aided systems"☆12Updated last year
- 本项目实现了一个完整的信道估计方法比较研究框架，包括传统方法和深度学习方法的实现、评估和性能对比。☆14Updated 2 months ago
- Matlab code for "A novel channel model for reconfigurable intelligent surfaces with consideration of polarization and switch impairments"☆18Updated 10 months ago