Estimate a drone operator's location from ground-position sightings via Monte-Carlo viewshed intersection on real terrain.

Real-time multi-UAV geo-fence monitoring with Kalman-filtered GPS tracking and behavioural threat classification. Built in Python with Dash/Plotly.

The UAV-CPS-Analyzer software package is presented for simulation and analysis of electromagnetic interference against UAV communication systems in counter-UAV (C-UAS) tasks. The modular Python architecture uses NumPy, SciPy, scikit-learn, and multiprocessing for Monte Carlo simulation and AI-based jamming, FHSS emulation, and propagation analysis