Bio-Inspired Flocking Rules and Artificial Potential Fields for Collision-Free Swarm Flight

Core aerospace engineering and protocols for Bio-Inspired Flocking Dynamics.

The Mathematics of Natural Starlings and Fish Schools

Flocks of thousands of starlings fly at 50 mph, executing sweeping, synchronized turns with zero collisions despite having no leader bird giving commands. They achieve this through local nearest-neighbor interactions.

Artificial Potential Field Navigation

SwarmEvtol applies Reynolds flocking dynamics and artificial potential fields: each aircraft maintains virtual repulsive force fields around neighboring drones. The swarm flows like a fluid around obstacles, splitting smoothly around buildings and re-converging automatically on the other side.

Reynolds Flocking Rules: Separation (avoid crowding), Alignment (match heading), Cohesion (stay close).
Artificial Potential Fields: Repulsive virtual forces preventing drones from colliding.
Aerodynamic Wake Avoidance: Keeping trailing drones out of the turbulent wash of lead aircraft.
Dynamic Obstacle Penetration: Splitting smoothly around towers and reforming on the other side.

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