Repositories list

• imdd_snn_opti_encoding

  Public
  Code for an SNN-based equalizer for an IM/DD link. The neural encoding is updated using an reinforcement learning-inspired update rule.

  Python

  •0•0•0•0•Updated Aug 20, 2025Aug 20, 2025

• mokka

  Public
  Machine Learning and Optimization for Communications Systems

  Python

  •

  Apache License 2.0

  •3•11•0•0•Updated Aug 14, 2025Aug 14, 2025

• Quantum-Neural-BP4-demo

  Public
  Implementation of Neural Belief propagation decoder for QLDPC codes

  Jupyter Notebook

  •

  MIT License

  •5•18•0•0•Updated Aug 7, 2025Aug 7, 2025

• lecture-examples

  Public
  Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT

  Jupyter Notebook

  •

  GNU General Public License v2.0

  •71•91•0•0•Updated Jul 24, 2025Jul 24, 2025

• ELENA

  Public
  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Jul 2, 2025Jul 2, 2025

• EP-FFT-BP

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Jun 24, 2025Jun 24, 2025

• HandoverOptimDRL

  Public
  Framework for learning handover algorithms using deep reinforcement learning.

  Python

  •

  MIT License

  •1•9•0•0•Updated May 27, 2025May 27, 2025

• E2E-PCS-through-importance-sampling

  Public
  Repository for the publication End-to-End Learning of Probabilistic Constellation Shaping through Importance Sampling

  importance-samplingend-to-end-learningprobabilistic-constellation-shaping

  Jupyter Notebook

  •

  MIT License

  •1•2•0•0•Updated May 16, 2025May 16, 2025

• sdss-rpa

  Public
  Semi-Deterministic Subspace Selection for Sparse Recursive Projection-Aggregation Decoding of Reed-Muller Codes

  Python

  •

  MIT License

  •0•1•0•0•Updated May 6, 2025May 6, 2025

• IR_for_CVQKD

  Public
  Information Reconciliation Library for Continuous-Variable Quantum Key Distribution Systems

  C++

  •

  GNU General Public License v3.0

  •3•0•0•0•Updated Oct 16, 2024Oct 16, 2024

• pol_sensing_communication

  Public
  GNU General Public License v3.0

  •0•0•0•0•Updated Jun 26, 2024Jun 26, 2024

• mokka_demo

  Public
  Interactive GUI to demonstrate signal processing and optimization in MOKka

  Python

  •

  GNU General Public License v3.0

  •0•2•0•0•Updated May 7, 2024May 7, 2024

• gr-radar

  Public
  GNU Radio Radar Toolbox

  C++

  •

  GNU General Public License v3.0

  •90•264•6•3•Updated Apr 24, 2024Apr 24, 2024

• OptiSpike

  Public
  Joint optimization of an IM/DD SNN equalizer and it's spike encoding

  Python

  •

  MIT License

  •0•3•0•0•Updated Apr 2, 2024Apr 2, 2024

• rsess

  Public
  Enumerative Sphere Shaping in Rust

  Rust

  •

  GNU General Public License v3.0

  •2•5•0•0•Updated Feb 16, 2024Feb 16, 2024

• HHI_SummerSchool_2021

  Public
  Jupyter Notebook

  •0•7•0•0•Updated Feb 13, 2024Feb 13, 2024

• digicosme_spring_school22

  Public
  Jupyter Notebook

  •

  GNU General Public License v2.0

  •1•2•0•0•Updated Feb 13, 2024Feb 13, 2024

• TUe_Guest_Lecture_Jan2022

  Public
  Guest lecture at TU/e in January 2022

  Jupyter Notebook

  •

  GNU General Public License v2.0

  •1•0•0•0•Updated Feb 13, 2024Feb 13, 2024

• 2023-Roadmap-Optical-Communications-ML

  Public
  Jupyter Notebook

  •1•6•0•0•Updated Feb 13, 2024Feb 13, 2024

• e2e_opt_diff_bps

  Public
  End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search

  Python

  •1•13•0•0•Updated Feb 13, 2024Feb 13, 2024

• rsess_examples

  Public
  Rust

  •0•2•0•0•Updated Feb 13, 2024Feb 13, 2024

• snn-dfe

  Public
  Python

  •

  MIT License

  •0•4•0•0•Updated Jul 5, 2023Jul 5, 2023

• beefi

  Public
  Beefi: Controlled Exposure Controller Software for Honey Bee Colony Research

  CMake

  •0•0•0•0•Updated May 30, 2023May 30, 2023

• factor_graph_structural_opt

  Public
  Source Code and Demo for the Paper "Structural Optimization of Factor Graphs for Symbol Detection using Model-based Machine Learning".

  Jupyter Notebook

  •

  MIT License

  •0•2•0•0•Updated May 9, 2023May 9, 2023

• gap

  Public
  Source Code and Demo for the GAP Symbol Detection Algorithm

  Jupyter Notebook

  •

  MIT License

  •0•5•0•0•Updated Sep 27, 2022Sep 27, 2022

• ECOC-Short-Course

  Public
  Additional material for the ECOC 2022 short course on forward error correction

  Jupyter Notebook

  •

  GNU General Public License v2.0

  •2•3•0•0•Updated Sep 8, 2022Sep 8, 2022

• gr-dab

  Public
  GNU Radio DAB (digital audio broadcasting) module

  C++

  •

  GNU General Public License v3.0

  •42•45•16•3•Updated Jul 5, 2022Jul 5, 2022

• vae-equalizer

  Public
  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.

  Python

  •

  GNU General Public License v2.0

  •4•30•0•0•Updated Jun 15, 2022Jun 15, 2022

• gr-gfdm

  Public
  Generalized Frequency Division Multiplexing in GNU Radio

  C++

  •20•28•3•0•Updated Feb 11, 2021Feb 11, 2021

• ecoc_20_learning

  Public
  PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications

  Jupyter Notebook

  •

  GNU General Public License v2.0

  •1•14•0•0•Updated Nov 26, 2020Nov 26, 2020