This is my Master's Degree Thesis repository. It's about Signal Modulation Classification (or Automatic Modulation Recognition) using Deep Learning.
☆58Dec 31, 2024Updated last year
Alternatives and similar repositories for master-thesis
Users that are interested in master-thesis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Package to train and run modulation recognition on raw I/Q radio samples, via deep-learning models☆28Jan 13, 2023Updated 3 years ago
- MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification☆63May 14, 2021Updated 4 years ago
- Radio modulation recognition with CNN, CLDNN, CGDNN and MCTransformer architectures. Best results were achieved with the CGDNN architectu…☆107Aug 7, 2021Updated 4 years ago
- An Efficient Deep Learning Model for Automatic Modulation Recognition Based on Parameter Estimation and Transformation☆80Nov 3, 2022Updated 3 years ago
- A Two-fold Group Lasso based Lightweight Deep Neural Network for Automatic Modulation Classification☆26Mar 15, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official code for "EMC²-Net: Joint Equalization and Modulation Classification based on Constellation Network", ICASSP 2023.☆17May 30, 2023Updated 2 years ago
- Meta-Transformer: A meta-learning framework for scalable automatic modulation classification☆38May 7, 2024Updated last year
- Accumulated Polar Feature-based Deep Learning for Automatic Modulation Classification☆100Apr 22, 2021Updated 4 years ago
- [TCCN 2023] Official code for "Towards the Automatic Modulation Classification with Adaptive Wavelet Network".☆79May 16, 2024Updated last year
- Automatic Modulation Classification for 23 possible radar signal modulations.☆12Oct 17, 2023Updated 2 years ago
- This work home of the PO-233 discipline at ITA shows how to use a machine learning for digital modulation classification.☆11Jun 30, 2020Updated 5 years ago
- A method for Automatic Modulation Classification using Mamba structure☆53Mar 11, 2025Updated last year
- Some Code for Master Thesis - Research on Deep Learning Based Modulation Recognition Technologies☆248Nov 9, 2019Updated 6 years ago
- Some backbone networks commonly used in AMR (Pytorch Version)☆14Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [IEEE-WCL] A Spatiotemporal Multi-Channel Learning Framework for Automatic Modulation Recognition☆132Jun 25, 2024Updated last year
- [ICASSP 2023] Official repo for "AMC-Net: An Effective Network for Automatic Modulation Classification".☆63May 16, 2024Updated last year
- Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder☆40Aug 13, 2022Updated 3 years ago
- This repository presents the code for digital modulation detection in Communication networks☆18May 29, 2019Updated 6 years ago
- ☆12Aug 1, 2020Updated 5 years ago
- This project compares the performance of KanResNet（KanResNet is an enhanced version of ResNet that incorporates Kan convolutions） and Res…☆15Jun 14, 2024Updated last year
- A Unified Implementation of Several Baseline Deep Learning Models for Automatic Modulation Recognition☆432Nov 7, 2022Updated 3 years ago
- ☆11Jun 16, 2020Updated 5 years ago
- The Pytorch implement of the paper "Convolutional Neural Network Assisted Transformer for Automatic Modulation Recognition under Large CF…☆44Jul 16, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- AvgNet: Adaptive Visibility Graph Neural Network and It’s Application in Modulation Classification☆29May 25, 2022Updated 3 years ago
- Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks☆11Jan 11, 2025Updated last year
- Algorithm in Python 2.7 for amplitude, frequency, bandwidth and modulation identification of a signal☆17Jul 6, 2023Updated 2 years ago
- PyTorch Implementation Modulation Recognition Networks on the RadioML2016 Dataset☆35Sep 16, 2020Updated 5 years ago
- An open framework for automatic modulation classification.☆15May 22, 2024Updated last year
- Algorithm for classification of Digital Modulation such as FSK, PSK, ASK, QAM ........☆107Nov 28, 2018Updated 7 years ago
- ☆26Mar 21, 2021Updated 5 years ago
- Multi-channel Convolutional Distilled Transformer for Automatic Modulation Classification☆28May 22, 2024Updated last year
- ☆16Jun 13, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for "Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification"☆34Jan 24, 2024Updated 2 years ago
- Multitask Learning Modulation Classification☆18Dec 9, 2025Updated 4 months ago
- 自动调制识别(AMR)☆19Nov 16, 2023Updated 2 years ago
- Code for, "HIGH-CAPACITY COMPLEX CONVOLUTIONAL NEURAL NETWORKS FOR I/Q MODULATION CLASSIFICATION".☆11Feb 2, 2021Updated 5 years ago
- This is a automatic modulation recognition project based on deep learning (DL).☆71Apr 21, 2023Updated 2 years ago
- Deep learning based automatic modulation classification for sub-carriers of OFDM signals.☆12Jan 3, 2024Updated 2 years ago
- CNN models to solve Automatic Modulation Classification problem.☆43Feb 23, 2018Updated 8 years ago