kit-cel / vae-equalizerLinks
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.
☆30Updated 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
Sorting:
- ☆13Updated 2 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
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆22Updated 2 years ago
- Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System☆10Updated 5 months ago
- ☆47Updated 5 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Updated 4 years ago
- Blind CE for V2LC☆17Updated 4 years ago
- A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems☆53Updated last year
- Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)☆28Updated 5 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆14Updated 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
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆25Updated 4 years ago
- Simple massive MIMO simulator that includes several data-detectors☆38Updated 4 years ago
- Coherent Optical OFDM☆15Updated 10 years ago
- Gradient-based design tool for geomtrically shaped constellations☆16Updated 3 years ago
- MATLAB implementation of Orthogonal Chirp Division Multiplexing w Discrete Fresnel Transform and Other Properties☆30Updated last year
- ☆10Updated 9 years ago
- This code is for paper: L. Liu and W. Yu, "Massive connectivity with massive MIMO-Part I: Device activity detection and channel estimatio…☆26Updated 3 years ago
- ☆16Updated last year
- there is matlab code for channel estimate with ls and dft and mmse☆23Updated 8 years ago
- Underwater Optical Wireless Communications☆15Updated 4 years ago
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆13Updated last year
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆19Updated 6 years ago
- MATLAB implementation of the M BCJR algorithm for equalization of ISI channels.☆19Updated 8 years ago
- ☆18Updated 2 years ago
- ☆32Updated 7 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆33Updated 2 years ago
- Autoencoder-Based Enhanced Orthogonal Time Frequency Space Modulation☆23Updated last year
- Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model☆36Updated 6 years ago
- Code for Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data☆38Updated 4 months ago