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1bit_precoding

admm-net-for-mimo-detection

admm-neuralnetworks

Training Neural Networks Without Gradients: A ADMM Approach

admm-penalized-decoder-for-ldpc-codes

It provides an algorithm in MATLAB for decoding with linear programming LP (it uses projectionPolytope function)

advanced-deep-learning-and-reinforcement-learning-deepmind

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

awesome-wifi-csi-research

Accelerate your WiFi CSI research progress by sharing and cooperation!

bce_noncvx

Blind channel estimation via a nonconvex problem

channel-equalization-in-fbmc

Allows to reproduce all figures from "FBMC-OQAM in Doubly-Selective Channels: A New Perspective on MMSE Equalization", IEEE SPAWC, 2017.

channel-estimation

Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018

channel-estimation-based-on-dnn

graduation project by Guanxiong Shen, Heriot-watt University

channel-estimation-ofdm-

-Investigated the efficiency of different estimators to estimate and track channel parameters based on the Mean Squared Error (MSE) performance. The estimators employed in the simulation are LS and MMSE estimators and their performance in the transfer domain was evaluated. MATLAB was used for the simulation of the communication link and analyzing the error between the estimated channel parameters and actual modeled channel parameters.

channelcharting

Simple Channel Charting MATLAB Simulator

cnn-rpgd

Code for 'CNN-Based Projected Gradient Descent for Consistent Image'.

coherent_receiver_with_cnn

Repo of deep learning application in coherent wireless receivers

commpy

Digital Communication with Python

consensus-admm-algorithm-for-mmtc-detection

crowdbehaviorrecognition

Crowd behavior recognition at sporting events using computer vision.

d2l

李沐《动手学深度学习》代码注释版

dbp

Simulation code for decentralized baseband processing (DBP) in massive MIMO systems

decentralizedfeedforwardequalizer

Simple MATLAB simulator for decentralized feedforward equalization in massive MU-MIMO systems

decoders

Python/NumPy implementations of commonly used decoders for LDPC codes.

deep-admm-net

基于深度神经网络的ADMM算法研究

deep-learning-channel-estimation

Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_waveform_dnn

deepchannellearning4ris

Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning

deepcom

[NOT OFFICIAL VERSION] Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317

deepcom-1

a CNN based end to end communication systems

deepim

Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"

deepirs

A repository for the DeepIRS project codes