Envelopes and Waves: Safe Multivehicle Collision Avoidance for Horizontal Non-deterministic Turns

May 10, 2022 ยท The Ethereal ยท ๐Ÿ› International Journal on Software Tools for Technology Transfer (STTT)

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Authors Yanni Kouskoulas, T. J. Machado, Daniel Genin, Aurora Schmidt, Ivan Papusha, Joshua Brulรฉ arXiv ID 2205.04833 Category cs.LO: Logic in CS Cross-listed cs.RO, math.OC Citations 1 Venue International Journal on Software Tools for Technology Transfer (STTT) Last Checked 5 months ago
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.
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