kit-cel/snn-dfe

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Python
License
MIT License
Created over 1 year ago
Updated over 1 year ago

kit-cel/snn-dfe

kit-cel

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gr-lte

GNU Radio LTE receiver

gr-radar

GNU Radio Radar Toolbox

lecture-examples

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

Jupyter Notebook

gr-drm

DRM transmitter using GNU Radio

gr-specest

A module adding spectral estimation routines to GNU Radio.

simulink-hackrf

Simulink blockset and MATLAB functions to interface with HackRF devices in real-time

simulink-rtl-sdr

An Open Source Software Package that enables owners of DVB-T dongles with an embedded Realtek RTL2832U chipset to build models in Simulink that interface with the device in realtime

gr-gfdm

Generalized Frequency Division Multiplexing in GNU Radio

vae-equalizer

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.

gr-lpwan

Implementations of waveforms for Low Power Wide Area Networks (LPWANs)

gr-cbmc

Cumulant-Based Modulation Classification with GNU Radio

Quantum-Neural-BP4-demo

Implementation of Neural Belief propagation decoder for QLDPC codes

Jupyter Notebook

ecoc_20_learning

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

Jupyter Notebook

mokka

Machine Learning and Optimization for Communications Systems

gr-fbmc

A FBMC PHY layer for use with the secondary user solution presented at DySPAN 2017.

e2e_opt_diff_bps

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

HHI_SummerSchool_2021

Jupyter Notebook

interference_measurement_tool

Interference measurement tool

gr-classifier

Classification algorithms for spectrum sharing

simulink-uhd

A Simulink blockset that enables owners of UHD-compatible Universal Software Radio Peripherals (USRP) from Ettus Research to build models in MATLAB Simulink that interface with the device in real-time.

2023-Roadmap-Optical-Communications-ML

Jupyter Notebook

gap

Source Code and Demo for the GAP Symbol Detection Algorithm

Jupyter Notebook

DySPAN17_SpectrumChallenge_KIT

Provides the flowgraphs for the secondary user solution as presented at DySPAN 2017's Spectrum Challenge.

rsess

Enumerative Sphere Shaping in Rust

factor_graph_structural_opt

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

Jupyter Notebook

mokka_demo

Interactive GUI to demonstrate signal processing and optimization in MOKka

OptiSpike

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

HandoverOptimDRL

Framework for learning handover algorithms using deep reinforcement learning.

matlab-neurobayes

MATLAB wrapper for NeuroBayes library

ECOC-Short-Course

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

Jupyter Notebook

rsess_examples

digicosme_spring_school22

Jupyter Notebook