Solving behavioral oscillations in AMRs using a phase stability regulator (ΔN–ΔD model)
4/10Hi everyone, I’ve been working on a deterministic approach to robot stability in crowded environments. A common issue with many AMRs is "behavioral chatter" or oscillations when the system is conflicted between its mission and environmental obstacles. My article in The Robot Report details a regulator based on two dynamic parameters. - ΔN (External uncertainty/entropy) - ΔD (Internal structural tension/duality) In my simulations, this approach allowed for a significant reduction in collisions and, more importantly, completely eliminated behavioral oscillations (dropping from 5.0 to 0.0 in
