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.
modulation-recognition 开源项目推荐(23 个)
modulation-recognition 话题在 GitHub 上没有填写简介,这里按 Star 数汇总最相关的热门仓库。
热门项目 前 20
按 Star 数排序展示前 20 个 · GitHub 共 23 个仓库IQFormer:一种基于变换器的新型模型,采用多模态融合实现自动调制识别
PyTorch Implementation Modulation Recognition Networks on the RadioML2016 Dataset
Package to train and run modulation recognition on raw I/Q radio samples, via deep-learning models
This is the Matlab code for the paper "Denoising Higher-Order Moments for Blind Digital Modulation Identification in Multiple-Antenna Systems" published in the IEEE Wireless Communications Letters.
STF-GCN: A Multi-Domain Graph Convolution Network Method for Automatic Modulation Recognition via Adaptive Correlation
Automatic modulation recognition of DVB-S2X standard-specific with an APSK-based neural network classifier
Official repository of paper "SMTrans: An Efficient Automatic Modulation Recognition Network Based on the Scale-Aware Modulation Transformer".
Code for "A Multi-scale Complex-valued Convolutional Fusion Network for Automatic Modulation Recognition"
Train a CNN for classifying digital modulation
This repository contains simulations of various intra-pulse modulation techniques implemented in Python.
MATLAB simulation project for ASK, FSK, BPSK, QPSK and 16QAM modulation recognition using AWGN, feature extraction, SVM and KNN.
SPXH · 智能射频信号分析平台:从未知 I/Q 到可读业务比特的确定性流水线(纯 Python,核心只依赖 numpy + scipy)
An implementation of "Convolutional Radio Modulation Recognition Networks"
Automatic modulation classification for six simulated I/Q signal classes using DSP features, Random Forest, a compact 1D CNN, and a Streamlit workbench.
A deep learning system for RF modulation recognition using PyTorch and MATLAB. Classifies raw I/Q signals and analyzes the sim-to-real domain gap on the RadioML dataset via an interactive Streamlit dashboard.
BP-network-based recognition of mixed modulation signals across varying SNR conditions.
毕设相关
TEKNOFEST Electronic Warfare system: live SDR IQ over ZMQ/GNU Radio, ONNX modulation recognition, TDoA/AoA direction finding, jamming and GPS/radio spoofing panels in a PyQt6 cockpit.
复旦微 FPGA SoC 多径 ML–CBF 联合测向与调制识别系统:六天线、最大似然候选与 CBF 空间谱匹配、NPU 六类识别。
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序,每次展示前 20 个项目;原始页面见 https://github.com/topics/modulation-recognition。
- 该话题在 GitHub 上共有 23 个仓库, 本站收录的是其中最热门的 20 个,不是全量列表。
- Star / Fork 每日自动刷新一次,实时数据以 GitHub 为准。
- 当前 20 个项目累计 406 Star,覆盖 4 种主要语言,数据更新于 2026-11-08。
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