LWhatever / model-free-GPS-AELinks
Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System
☆11Updated 5 months ago
Alternatives and similar repositories for model-free-GPS-AE
Users that are interested in model-free-GPS-AE are comparing it to the libraries listed below
Sorting:
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Updated 4 years ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Updated 2 years ago
- ☆13Updated 2 years ago
- ☆47Updated 5 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆30Updated 3 years ago
- Just a FSOC link simulator written in Matlab with an interactive UI to change parameters and check the system response.☆14Updated 11 months ago
- Gradient-based design tool for geomtrically shaped constellations☆16Updated 3 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆19Updated 6 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆19Updated 4 years ago
- MATLAB library of DSP functions for optical communications☆47Updated 2 years ago
- Coherent Optical OFDM☆15Updated 10 years ago
- Machine learning for optical communication over a dispersive fiber☆45Updated 5 years ago
- ☆18Updated 6 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆14Updated 4 years ago
- Implementation of an approach for wireless encoding via MI estimation☆17Updated 5 years ago
- Polarization Demultiplexing for Optical Communication Systems☆15Updated 2 years ago
- A set of 3 projects in the field of Optical Communications☆11Updated 6 years ago
- An end to end general OFDM system implementation on Python. It is modualrized for better understanding. Also written a function for LSE C…☆14Updated 3 years ago
- ☆15Updated 3 years ago
- Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)☆29Updated 5 years ago
- Turbo code with BPSK or GMSK☆11Updated 2 years ago
- MATLAB implementation of Orthogonal Chirp Division Multiplexing w Discrete Fresnel Transform and Other Properties☆31Updated last year
- This is a MATLAB script for obtaining achievable block/frame error rate (BLER/FER) bound for finite blocklength codes based on channel di…☆11Updated last year
- 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☆21Updated 4 years ago
- Blind CE for V2LC☆17Updated 4 years ago
- Signal detection of OTFS systems based on neural networks☆36Updated 3 years ago
- A fully explaned MATLAB code for simulating a free-space optical (FSO) communication system featuring channels loss, pointing error, turb…☆67Updated 2 years ago
- ☆17Updated 9 months ago
- MATLAB implementation of the M BCJR algorithm for equalization of ISI channels.☆19Updated 8 years ago
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆27Updated 4 years ago