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Drone GNC Framework

Autonomous UAV Guidance, Navigation & Control

Production-grade 6-DoF UAV simulation and GNC research environment built to aerospace engineering standards. Implements rigorous state estimation (EKF, UKF, Particle Filter, 15-state Error-State Kalman Filter), verified trajectory generation (minimum-snap, Dubins), and authority-aware control (LQR, PID, MPC) with explicit saturation accounting. Full strapdown INS integration, Allan-variance IMU noise modeling, and quaternion dynamics at 1 kHz RK4 integration. Engineered at senior aerospace level โ€” tested under dispersion, authority-aware by design.

System Metrics

7
Architecture Modules
4
Estimation Filters
3
Control Modes
6-DoF
Simulation Fidelity
1 kHz
Integration Rate
5
Technologies Used

Architecture

Components

Guidance Planner
Navigation (Strapdown INS)
Control (LQR/PID/MPC)
Estimation (EKF/UKF/PF/ESKF)
Dynamics (6-DoF Quaternion)
Sensor Models (IMU/GPS)
Simulation Engine

API Endpoints

API/api/sim/run
API/api/telemetry
API/api/trajectory

System Dependencies

NumPySciPyMatplotlibpytest

Technology Stack

PythonNumPyKalman FilterLQRMPCRK46-DoF

Access Drone GNC Framework

Request sandbox access or schedule an infrastructure briefing.