Dynamic Obstacle Avoidance for Nonholonomic Vehicles using Collision Cones: Theory and Experiments

Obstacle avoidance is a critical part in the control of autonomous vehicles. This paper proposes an obstacle avoidance algorithm based on the computationally advantageous collision cone concept, for unicycles which may be subject to strict input constraints and dynamic, non-compliant obstacles which...

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Vydáno v:Control Technology and Applications (Online) s. 46 - 52
Hlavní autoři: Haraldsen, Aurora, Wiig, Martin S., Pettersen, Kristin Y.
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 16.08.2023
Témata:
Behavioral sciences
Collision avoidance
Heuristic algorithms
Minimally invasive surgery
mobile robots
nonholonomic systems
reactive algorithms
Robots
Safety
Vehicle dynamics
ISSN:2768-0770
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Shrnutí:Obstacle avoidance is a critical part in the control of autonomous vehicles. This paper proposes an obstacle avoidance algorithm based on the computationally advantageous collision cone concept, for unicycles which may be subject to strict input constraints and dynamic, non-compliant obstacles which may even actively pursue a collision. The paper presents both a theoretical analysis together with experiments demonstrating the beneficial features of the algorithm. We analytically derive explicit, and practically intuitive, conditions on the control parameters, under which safety is guaranteed. Experiments illustrate the safe, intuitive, and minimally invasive behaviors generated by the proposed algorithm.
ISSN:2768-0770
DOI:10.1109/CCTA54093.2023.10253362