An SDR orchestrated scanner and collector.

Building SDR apps by mapping IQ streams with pipes in CLI or bash scripts.

UTP cable RF signal I/Q interface for QFHMIX module with punch-down blocks

UTP cable RF signal I/Q interface for QFHMIX module with RJ45 connectors

A hierarchical deep learning pipeline for automatic modulation classification of I/Q radio signals using CNN and CNN-LSTM architectures. Trained on 462,000 signals across 11 modulation types, achieving robust accuracy and interpretable performance through modular, multi-stage classification.