Envelopes and Waves: Safe Multivehicle Collision Avoidance for Horizontal Non-deterministic Turns
Abstract
We present an approach to analyzing the safety of asynchronous, independent, non-deterministic, turn-to-bearing horizontal maneuvers for two vehicles. Future turn rates, final bearings, and continuously varying ground speeds throughout the encounter are unknown but restricted to known ranges. We develop a library of formal proofs about turning kinematics, and apply the library to create a formally verified timing computation. Additionally, we create a technique that evaluates future collision possibilities that is based on waves of position possibilities and relies on the timing computation. The result either determines that the encounter will be collision-free, or computes a safe overapproximation for when and where collisions may occur.
Cite
@article{arxiv.2205.04833,
title = {Envelopes and Waves: Safe Multivehicle Collision Avoidance for Horizontal Non-deterministic Turns},
author = {Yanni Kouskoulas and T. J. Machado and Daniel Genin and Aurora Schmidt and Ivan Papusha and Joshua Brulé},
journal= {arXiv preprint arXiv:2205.04833},
year = {2022}
}
Comments
Coq proofs are at https://bitbucket.org/ykouskoulas/ottb-foundation-proofs; Accepted 08 Mar 2022 (International Journal on Software Tools for Technology Transfer)