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 6 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:
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆25Updated 2 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Updated 4 years ago
- ☆13Updated 2 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Updated 3 years ago
- ☆47Updated 5 years ago
- Gradient-based design tool for geomtrically shaped constellations☆16Updated 3 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆20Updated 4 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆14Updated 4 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆19Updated 6 years ago
- MATLAB library of DSP functions for optical communications☆48Updated 2 years ago
- Coherent Optical OFDM☆15Updated 10 years ago
- Just a FSOC link simulator written in Matlab with an interactive UI to change parameters and check the system response.☆15Updated last year
- Turbo code with BPSK or GMSK☆11Updated 2 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
- MATLAB implementation of Orthogonal Chirp Division Multiplexing w Discrete Fresnel Transform and Other Properties☆31Updated last year
- A set of 3 projects in the field of Optical Communications☆11Updated 6 years ago
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆14Updated last year
- Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)☆29Updated 5 years ago
- Implementation of an approach for wireless encoding via MI estimation☆17Updated 5 years ago
- Machine learning for optical communication over a dispersive fiber☆45Updated 5 years ago
- All the code and data used for my Bachelor's thesis "OFDM channel equalization with machine learning" are available here.☆12Updated 3 years ago
- MATLAB implementation of the M BCJR algorithm for equalization of ISI channels.☆19Updated 8 years ago
- Simple massive MIMO simulator that includes several data-detectors☆38Updated 4 years ago
- ☆18Updated 6 years ago
- OFDM synchronization technology, including symbol time offset(STO) and carrier frequency offset (CFO)☆42Updated 3 years ago
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆27Updated 4 years ago
- Matlab codes for Unsourced Multiple Access With Random User Activity by K.-H. Ngo, A. Lancho, G. Durisi, and A. Graell i Amat☆11Updated 2 years ago
- FBMC & OFDM /SC-FDMA Transceiver Simulator☆24Updated 9 years ago
- OFDM channel estimation and equalization☆18Updated 4 years ago
- Iterative decoding of turbo codes using the Soft Output Viterbi Algorithm (SOVA)☆10Updated 4 years ago