shahruk10 / PAPRnet
A Peak to Average Power Ratio (PAPR) Reduction method for OFDM Systems using neural networks using the encoder-decoder approach. [Course project for EEE 6207 Broadband Wireless Communication MSc 2019]
☆25Updated 5 years ago
Alternatives and similar repositories for PAPRnet:
Users that are interested in PAPRnet are comparing it to the libraries listed below
- Deep learning for PAPR reduction in OFDM system☆30Updated 4 years ago
- there is matlab code for channel estimate with ls and dft and mmse☆21Updated 7 years ago
- OFDM PAPR reduction simulator using SLM and PTS☆31Updated 5 years ago
- Reproducible research on the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'.☆37Updated 2 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆32Updated last year
- A project which applies different channel-estimating approaches in an OFDM-4QAM communication system.☆33Updated 2 years ago
- Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"☆37Updated 4 years ago
- A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems☆39Updated 7 months ago
- 莱斯信道下的OFDM仿真，进行发送数据帧的存储，存储为深度学习中训练模型的训练集、测试集、验证集☆15Updated 4 years ago
- Approximate message passing (AMP) for Massive MIMO detection☆28Updated 5 months ago
- An Implementation of OFDM Transmitter and Receiver in Python☆9Updated 4 years 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
- Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"☆28Updated 4 years ago
- including channel estimation,omp,etc☆20Updated 5 years ago
- -Investigated the efficiency of different estimators to estimate and track channel parameters based on the Mean Squared Error (MSE) perfo…☆74Updated 8 years ago
- Deep Learning-Based Channel Estimation☆16Updated 4 years ago
- We first implement an end-to end system on GNU radio using two USRP X310 for the transmitter and the receiver in an indoor setting. We th…☆33Updated 2 years ago
- Code for Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training☆50Updated 6 months ago
- Autoencoder-Based Enhanced Orthogonal Time Frequency Space Modulation☆19Updated 11 months ago
- A framework to estimate the Channel State Information for a 5G communication☆32Updated 5 years ago
- k-Modular Quadratic Programming Algorithm for PAPR in MIMO OFDM☆11Updated 3 years ago
- Massive MIMO Detection using MMSE-SIC and Expectation Propagation - Matlab☆46Updated 6 years ago
- MIMO检测程序☆40Updated 5 years ago
- Data-driven implementaion of soft iterative interference cancellation for MIMO detection☆32Updated 4 years ago
- LQJecho / Channel-Estimation-and-Hybrid-Precoding-for-Millimeter-Wave-Systems-Based-on-Deep-Learning☆21Updated 3 years ago
- graduation project by Guanxiong Shen, Heriot-watt University☆15Updated 5 years ago
- a CNN based end to end communication systems☆38Updated 5 years ago
- ☆28Updated 3 years ago
- The classical algorithm for MIMO detection☆17Updated 5 years ago
- OFDM with Index Modulation (OFDM-IM) with various detection types and imperfect CSI☆32Updated 3 years ago