Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System
☆13Mar 26, 2025Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Nov 22, 2022Updated 3 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Nov 26, 2020Updated 5 years ago
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆15Feb 13, 2024Updated 2 years ago
- ☆51Jun 6, 2020Updated 6 years ago
- Gradient-based design tool for geomtrically shaped constellations☆16Aug 11, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆13Oct 28, 2022Updated 3 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Jun 15, 2022Updated 4 years ago
- Simulation code for "Tractable Approach to MmWaves Cellular Analysis With FSO Backhauling Under Feedback Delay and Hardware Limitations,"…☆13Jun 4, 2021Updated 5 years ago
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 3 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆19Dec 16, 2018Updated 7 years ago
- ☆45Nov 10, 2019Updated 6 years ago
- Repository with material used in the Adaptive Signal Processing course (PPgEE-UFCG).☆16Jun 11, 2026Updated last month
- Machine Learning and Optimization for Communications Systems☆14Jun 8, 2026Updated last month
- End-to-end learning of optical communication systems☆137Nov 15, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels☆18Oct 21, 2021Updated 4 years ago
- A FBMC PHY layer for use with the secondary user solution presented at DySPAN 2017.☆13Apr 11, 2018Updated 8 years ago
- Research on optical communication systems☆112Mar 3, 2019Updated 7 years ago
- Polarization Demultiplexing for Optical Communication Systems☆16Apr 20, 2023Updated 3 years ago
- A set of Python class implementing basic several turbo-algorithms (e.g. : turbo-decoding)☆13Aug 31, 2020Updated 5 years ago
- Symbol Timing Synchronization Simulation☆84Jul 19, 2022Updated 4 years ago
- Master Thesis compairing Communicationsystems Baised on GAN and baised on MI☆22Mar 6, 2025Updated last year
- ☆18Apr 28, 2023Updated 3 years ago
- This repository contains the source code related to the book Optical Wireless Communications System and Channel Modelling with MATLAB. S…☆16Aug 16, 2025Updated 11 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Implementation of an approach for wireless encoding via MI estimation☆17Mar 24, 2020Updated 6 years ago
- 🪐Optical Communications python library (GPU supported for FIBER simulation)☆21Feb 7, 2026Updated 5 months ago
- Generate a Deep Neural Network for Equalization of Optical channels☆17Aug 12, 2021Updated 4 years ago
- Diffusion Models for Audio Semantic Communication☆18Apr 17, 2024Updated 2 years ago
- Machine learning for optical communication over a dispersive fiber☆45Aug 25, 2020Updated 5 years ago
- Just a FSOC link simulator written in Matlab with an interactive UI to change parameters and check the system response.☆19Sep 22, 2024Updated last year
- Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT☆101Updated this week
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆16Oct 5, 2025Updated 9 months ago
- Software in MATLAB that show the link budget for free space optics communications between OGS (optical ground station) and satellite (Upl…☆11Jun 7, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Simulation tool that utilises a Fourier domain adaptive optics model to enable rapid Monte Carlo characterisation of free space optical l…☆22Oct 7, 2025Updated 9 months ago
- Former Research simulations and results☆10Jul 24, 2017Updated 9 years ago
- Implementation of "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information" paper (ICMLCN 2024)☆24Sep 20, 2024Updated last year
- 使用langchain4j+springboot框架实现mcp服务☆12May 11, 2025Updated last year
- ☆19Apr 15, 2025Updated last year
- This is a pytorch implementation of diffusion models-based image transmission systems.☆18Jun 6, 2026Updated last month
- ☆19May 26, 2021Updated 5 years ago