Runway Incursion Prediction via Kinematic Motion Analysis

The system transitions from using static geometric parameters (3-D box dimensions) to dynamic kinematic parameters (velocity, acceleration, trajectory) to predict aircraft motion. This allows the system to adapt to actual aircraft dynamics rather than relying on arbitrary geometric constraints, thereby improving prediction accuracy while maintaining implementation feasibility through standardized sensor data collection.

The system incorporates dynamic parameters including velocity and acceleration measurements from aircraft sensors, rather than relying solely on static speed estimates. By continuously updating the aircraft's kinematic state and predicting future positions based on current motion dynamics, the system achieves more accurate incursion predictions while managing computational complexity through efficient trajectory calculation algorithms.

The system performs preliminary risk assessment by calculating predicted aircraft trajectories and identifying potential incursion scenarios before they occur. By pre-computing risk levels based on kinematic parameters and comparing them against defined thresholds, the system can distinguish between high-risk situations requiring alerts and low-risk situations that would generate false positives, thereby reducing false alerts while maintaining comprehensive detection coverage.

The system uses universal kinematic parameters (position, velocity, acceleration) that apply to all aircraft types and all incursion scenarios, rather than requiring separate configuration for each scenario type. The trajectory prediction algorithm universally handles different aircraft dynamics and runway configurations, enabling the system to adapt to any incursion scenario while maintaining simple configuration through standardized parameter definitions.