Opportunity Description
- Set up and configure an RF test bench including SDR hardware, directional antennas, LNA, and coaxial cabling.
- Develop GNU Radio Python scripts for signal generation, capture, and processing.
- Implement signal processing algorithms including coherent stacking, time gating, correlation-based detection, and feature extraction.
- Build and train ML classifiers (Random Forest, XGBoost) on RF signal features for pattern recognition.
- Develop a web-based results dashboard using Streamlit for visualizing signal data and detection outputs.
- Configure and manage a SQLite database for storing calibration signatures and test results.
- Run structured experiments, document results, and produce a clear technical handover report.
- Follow RF safety protocols during all testing, including high-power transmission safety procedures.
Required Skill
Core RF & Hardware
GNU Radio
- Hand...