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Data · dataset · 2025

Visualizations from Efficient Collision-Avoidance Constraints for Ellipsoidal Obstacles in Optimal Control: Application to Path-Following MPC and UAVs

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The provided videos present an experimental validation of a Model Predictive Path-Following Controller (MPPFC) with integrated obstacle avoidance applied to a Crazyflie 2.1 nano quadrotor.

Description

The modular, optimization-based control framework incorporates explicit constraints for avoiding collisions between arbitrarily shaped ellipsoids. At the core of the approach is a computationally efficient collision detection condition, which is extended in a novel way to the three-dimensional setting.

This enables the quadrotor to follow a given geometric path while dynamically avoiding both static and moving obstacles in real time. In the case of static obstacles, a real-world experiment was conducted. In comparison, for a dynamic obstacle, a simulation-based experiment was performed.

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A detailed quantitative analysis, as well as further results and details of the experiment, can be found in the related publication associated with these videos.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Autonomous vehicle systems 75%
Provenance · 1 source records, 11 field assertions
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