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Embedded Safe Reactive Navigation for Multirotors Systems using Control Barrier Functions

Robotics 2025-04-23 v1

Abstract

Aiming to promote the wide adoption of safety filters for autonomous aerial robots, this paper presents a safe control architecture designed for seamless integration into widely used open-source autopilots. Departing from methods that require consistent localization and mapping, we formalize the obstacle avoidance problem as a composite control barrier function constructed only from the online onboard range measurements. The proposed framework acts as a safety filter, modifying the acceleration references derived by the nominal position/velocity control loops, and is integrated into the PX4 autopilot stack. Experimental studies using a small multirotor aerial robot demonstrate the effectiveness and performance of the solution within dynamic maneuvering and unknown environments.

Keywords

Cite

@article{arxiv.2504.15850,
  title  = {Embedded Safe Reactive Navigation for Multirotors Systems using Control Barrier Functions},
  author = {Nazar Misyats and Marvin Harms and Morten Nissov and Martin Jacquet and Kostas Alexis},
  journal= {arXiv preprint arXiv:2504.15850},
  year   = {2025}
}

Comments

accepted for publication at ICUAS 2025

R2 v1 2026-06-28T23:07:09.308Z