日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

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arXiv:2504.15850

Embedded Safe Reactive Navigation for Multirotors Systems using Control Barrier Functions

Embedded Safe Reactive Navigation for Multirotors Systems using Control Barrier Functions

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著者: Nazar Misyats, Marvin Harms, Morten Nissov, Martin Jacquet, Kostas Alexis

分類: cs.RO

原文アブストラクト

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.