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Article

Two-Time-Scale Cooperative UAV Transportation of a Cable-Suspended Load: A Minimal Swing Approach

by
Elia Costantini
*,
Emanuele Luigi de Angelis
and
Fabrizio Giulietti
Department of Industrial Engineering, CIRI Aerospace, University of Bologna, 47121 Forlì, Italy
*
Author to whom correspondence should be addressed.
Drones 2025, 9(8), 559; https://doi.org/10.3390/drones9080559 (registering DOI)
Submission received: 30 June 2025 / Revised: 3 August 2025 / Accepted: 7 August 2025 / Published: 9 August 2025

Abstract

This study investigates the cooperative transport of a cable-suspended payload by two multirotor unmanned aerial vehicles (UAVs). A compact nonlinear control law that allows to simultaneously (i) track a slow reference trajectory, (ii) hold a prescribed inter-vehicle geometry, and (iii) actively damp load swing is developed. The model treats the two aerial robots and the payload as three point masses connected by linear-elastic cables, and the controller is obtained through a Newton–Euler formulation. A singular-perturbation analysis shows that, under modest gain–separation conditions, the closed-loop system is locally exponentially stable: fast dynamics govern formation holding and swing suppression, while slow dynamics takes into account trajectory tracking. Validation is performed in a realistic simulation scenario that includes six-degree-of-freedom rigid-body vehicles, Blade-Element theory rotor models, and sensor noise. Compared to an off-the-shelf, baseline controller, the proposed method significantly improves flying qualities while minimizing hazardous payload oscillations. Owing to its limited parameter set and the absence of heavy optimization, the approach is easy to tune and well suited for real-time implementation on resource-limited UAVs.
Keywords: cooperative aerial transportation; cable-suspended payload; two-time-scale design; swing damping; aerial manipulation; singular-perturbation stability cooperative aerial transportation; cable-suspended payload; two-time-scale design; swing damping; aerial manipulation; singular-perturbation stability

Share and Cite

MDPI and ACS Style

Costantini, E.; de Angelis, E.L.; Giulietti, F. Two-Time-Scale Cooperative UAV Transportation of a Cable-Suspended Load: A Minimal Swing Approach. Drones 2025, 9, 559. https://doi.org/10.3390/drones9080559

AMA Style

Costantini E, de Angelis EL, Giulietti F. Two-Time-Scale Cooperative UAV Transportation of a Cable-Suspended Load: A Minimal Swing Approach. Drones. 2025; 9(8):559. https://doi.org/10.3390/drones9080559

Chicago/Turabian Style

Costantini, Elia, Emanuele Luigi de Angelis, and Fabrizio Giulietti. 2025. "Two-Time-Scale Cooperative UAV Transportation of a Cable-Suspended Load: A Minimal Swing Approach" Drones 9, no. 8: 559. https://doi.org/10.3390/drones9080559

APA Style

Costantini, E., de Angelis, E. L., & Giulietti, F. (2025). Two-Time-Scale Cooperative UAV Transportation of a Cable-Suspended Load: A Minimal Swing Approach. Drones, 9(8), 559. https://doi.org/10.3390/drones9080559

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