wqw0806

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

AMC-IoT

AMC-IoT: Automatic Modulation Classification Using Efficient Convolutional Neural Networks for Low Power IoT Devices

amc_baby_models

Automatic Modulation Classification implemented on different deep learning frameworks

Automatic-Modulation-Classification

Accumulated Polar Feature-based Deep Learning for Automatic Modulation Classification

cnn-rtlsdr

Deep learning signal classification using rtl-sdr dongle

Complex_Convolutions

Published in 2020 IEEE ICC: Open Workshop On Machine Learning In Communications, "Complex-Valued Convolutions for Modulation Recognition using Deep Learning".

CompressedIndoorRadiolocalization

Different codes were implemented in order to perform compressed sensing radiolocalization in indoors.

CSRadar

Compressed Sensing for improved radar target classification

Deep-learning-for-Modulation-Recognition-on-RML2016.10a_dict-dataset

Modulation-Classification

Detecting the Modulation Scheme of Received Data using AutoML

wqw0806/Modulation-Classification

Detecting the Modulation Scheme of Received Data using AutoML

wqw0806/cnn-rtlsdr

Deep learning signal classification using rtl-sdr dongle

wqw0806/Deep-learning-for-Modulation-Recognition-on-RML2016.10a_dict-dataset

wqw0806/advisor

Open-source implementation of Google Vizier for hyper parameters tuning

wqw0806/AMC-IoT

AMC-IoT: Automatic Modulation Classification Using Efficient Convolutional Neural Networks for Low Power IoT Devices

wqw0806/amc_baby_models

Automatic Modulation Classification implemented on different deep learning frameworks

wqw0806/Automatic-Modulation-Classification

Accumulated Polar Feature-based Deep Learning for Automatic Modulation Classification

wqw0806/Complex_Convolutions

Published in 2020 IEEE ICC: Open Workshop On Machine Learning In Communications, "Complex-Valued Convolutions for Modulation Recognition using Deep Learning".

wqw0806/CompressedIndoorRadiolocalization

Different codes were implemented in order to perform compressed sensing radiolocalization in indoors.

wqw0806/CSRadar

Compressed Sensing for improved radar target classification

wqw0806/DeepLearningProjectMR

project for deep learning course 2020 TAU, the project is about Modulation Recognition.

wqw0806/DeepLearningPython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

wqw0806/DPNs

Dual Path Networks

wqw0806/Explainability-using-Gradient-based-methods-for-Modulation-Classification

GradCAM plus plus to visualise constellation points responsible for correct modulation classification based on Constellation points for 4PSK, 8PSK, 8QAM, 16QAM and 64QAM

wqw0806/High_Capacity_Complex_Networks

Submitted to ICASSP 2021, "HIGH-CAPACITY COMPLEX CONVOLUTIONAL NEURAL NETWORKS FOR I/Q MODULATION CLASSIFICATION".

wqw0806/LZP-Signal-recognition

Use Deep Learning to complete signal modulation recognition comprised of I and Q

wqw0806/MCNet

MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification

wqw0806/modulation_classification

wqw0806/Modulation_Recognition_CNN

wqw0806/MySQL-Notes

MySQL学习

wqw0806/Network-Slimming-Using-Keras

Prunning Deep-ResNet

wqw0806/neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

wqw0806/Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Wireless based on deep learning papers' code

wqw0806/Radio-Modulation-Recognition-Networks

Radio modulation recognition with CNN, CLDNN, CGDNN and MCTransformer architectures. Best results were achieved with the CGDNN architecture, which has roughly 50,000 parameters, and the final model has a memory footprint of 636kB. More details can be found in my bachelor thesis linked in the readme file.

wqw0806/radioml

深度学习在软件无线电领域的应用

wqw0806/RF_modulation_classification

A project on RF modulation classification using different neural architectures and RF signal representations.

wqw0806/tutorials

机器学习相关教程