agizik / CNN-Radio-Channel-Estimation-and-Phase-Noise-Modeling-with-DM-RS-and-PT-RS
This project consists of two main parts: NR Channel Estimation with CNN, and NR Phase Noise Modeling and Compensation. Simple simulations and experiments are done to understand two main concepts: How demodulation reference signal (DM-RS) is used for channel estimation and how a Convolutional Neural Network can be trained and used to improve the …
☆10Updated 2 years ago
Alternatives and similar repositories for CNN-Radio-Channel-Estimation-and-Phase-Noise-Modeling-with-DM-RS-and-PT-RS:
Users that are interested in CNN-Radio-Channel-Estimation-and-Phase-Noise-Modeling-with-DM-RS-and-PT-RS are comparing it to the libraries listed below
- All the code and data used for my Bachelor's thesis "OFDM channel equalization with machine learning" are available here.☆10Updated 2 years ago
- Channel estimation of NOMA-OFDM system using Deep Learning.☆13Updated 2 years ago
- codes for Compressive Sensing Based Joint Activity and Data Detection for Grant-Free Massive IoT Access☆12Updated 3 years ago
- postgraduate school☆13Updated last year
- demo code for our TWC paper, Hybrid Spherical- and Planar-Wave Channel Modeling and Estimation for Terahertz Integrated UM-MIMO and IRS S…☆11Updated 9 months ago
- Design code for NOMA Cell-Free Massive MIMO☆11Updated 2 years ago
- CNN based architecture for Channel State Estimation in OFDM Systems☆15Updated last year
- SimonTarboush / Compressive-Estimation-of-Near-Field-Channels-for-Ultra-Massive-Mimo-Wideband-THz-SystemsThese codes simulate the following paper: Simon Tarboush, Anum Ali, Tareq Y. Al-Naffouri, "Compressive Estimation of Near Field Channels…☆20Updated last year
- Hybrid Precoding/Combining for Rich or Poor Scattering Environments☆10Updated 5 years ago
- ☆13Updated 4 years ago
- Channel Estimation and Joint Beamforming Design for Multi-IRS MIMO systems☆13Updated 3 years ago
- MatLab scripts used to generate the results illustrated in paper: "A Low-Complexity Beamforming Design for Multiuser Wireless Energy Tran…☆16Updated 3 years ago
- Implementing the MATLAB example using 5G toolbox and Deep Learning Tolbox☆13Updated 3 years ago
- Codes for reproducing the numerical results reported in: "Low-Complexity Distributed XL-MIMO for Multiuser Detection" by Victor Croisfelt…☆12Updated 5 months ago
- Transforming RIS-Assidted Passive Beamforming from Tedious to Simple: A Relaxation Algorithm for Ricain Channel☆11Updated 2 years ago
- Channel Estimation and Performance Evaluation of Multi-IRS Aided MIMO Communication System☆11Updated 3 years ago
- Repo of the code of the paper "Localization-based OFDM scheduling for RIS-aided systems"☆12Updated last year
- ☆19Updated 9 months ago
- FBMC-based OTFS Modulation☆11Updated 10 months ago
- Evaluate the performance of ZF ( Zero Forcing ) and MMSE ( Minimum Mean Square Error ) detectors with (Nt×Nr), (20×30) and (20×50) r…☆24Updated 3 years ago
- including channel estimation,omp,etc☆20Updated 5 years ago
- Simulation code for "Cell-Free Massive MIMO-OFDM for High-Speed Train Communications" by Jiakang Zheng, Jiayi Zhang, Emil Björnson, Zheta…☆13Updated 2 years ago
- ☆16Updated 5 years ago
- MIMO precoding and detection algorithm☆14Updated 6 years ago
- ☆13Updated 2 years ago
- MatLab scripts used to generate the results illustrated in paper: "Massive Wireless Energy Transfer: Enabling Sustainable IoT Towards 6G …☆12Updated 3 years ago
- The repository provides two ways of channel modelling, i.e., the unified channel model (the elemment of which is determined by the BS-UAV…☆20Updated last year
- ☆18Updated 2 years ago