This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an AWGN channel and a linear optical dual-polaization channel. Additionally, state-of-the-art equalizers are implemented as reference.
☆31Jun 15, 2022Updated 3 years ago
Alternatives and similar repositories for vae-equalizer
Users that are interested in vae-equalizer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆15Feb 13, 2024Updated 2 years ago
- Code for "TinyTurbo : Efficient Turbo decoders on Edge" - ISIT 2022☆10May 9, 2022Updated 4 years ago
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 3 years ago
- Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System☆12Mar 26, 2025Updated last year
- ☆18Jul 20, 2019Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆19May 26, 2021Updated 4 years ago
- Polarization Demultiplexing for Optical Communication Systems☆16Apr 20, 2023Updated 3 years ago
- Machine Learning and Optimization for Communications Systems☆14Mar 9, 2026Updated 2 months ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆25Nov 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
- Simulations of a wireless communication system with decision feedback equalizer at the receiver.☆14Jul 25, 2018Updated 7 years ago
- MATLAB Implementation of a Digital PLL☆17Aug 15, 2016Updated 9 years ago
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆49Mar 24, 2026Updated last month
- VHDL implementation of carrier phase recovery (CPR) techniques for coherent optical systems☆16Dec 6, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Generate a Deep Neural Network for Equalization of Optical channels☆16Aug 12, 2021Updated 4 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆20Dec 18, 2020Updated 5 years ago
- Research on optical communication systems☆109Mar 3, 2019Updated 7 years ago
- A library modeling the fiber-optic channel governed by nonlinear schrödinger equation, accompanied with TX and RX DSP chain implementatio…☆24Oct 27, 2022Updated 3 years ago
- ☆44Nov 10, 2019Updated 6 years ago
- Deepcode: Feedback Codes via Deep Learning, by Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, and Pramod Viswanath☆21Jul 2, 2018Updated 7 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Nov 11, 2018Updated 7 years ago
- Neural network channel equalizer for wireless signals☆13Dec 7, 2016Updated 9 years ago
- A FBMC PHY layer for use with the secondary user solution presented at DySPAN 2017.☆13Apr 11, 2018Updated 8 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.
- Adaptive MIMO equalizer for Tx impairments☆27Mar 27, 2019Updated 7 years ago
- ☆53Jun 6, 2020Updated 5 years ago
- Machine learning for optical communication over a dispersive fiber☆46Aug 25, 2020Updated 5 years ago
- Numerical simulation platform to evaluate the perfomances of a 480 Gb/s optical coherent communication system using different advanced te…☆51Sep 2, 2020Updated 5 years ago
- equalizer code☆72Dec 29, 2023Updated 2 years ago
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆16Oct 5, 2025Updated 7 months ago
- This repository contains the simulations used in the paper whose title is the same as the repository name.☆13May 16, 2024Updated 2 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- Diffusion Models for Audio Semantic Communication☆18Apr 17, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Scripts, classes and functions related to Optical Wireless Communication☆15May 18, 2020Updated 6 years ago
- End-to-end learning of optical communication systems☆136Nov 15, 2020Updated 5 years ago
- This project includes the source coding and channe coding☆24Oct 21, 2022Updated 3 years ago
- Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT☆98May 7, 2026Updated last week
- Simulate optical communications systems with Python.☆191Updated this week
- A matlab coding framework and component library for simulation and experimental analysis of optical communication systems☆71Jun 14, 2019Updated 6 years ago
- Physics-Based Deep Learning for Fiber-Optic Communication Systems☆52Apr 23, 2021Updated 5 years ago