In this letter, we address the problem of cooperative manipulation of a cable-suspended load by a team of aerial robots. Unlike classical approaches that rely on centralized controllers, we propose a Distributed Nonlinear Model Predictive Control (DNMPC) framework in which the UAVs communicate over a peer-to-peer network a reduced amount of variables. In the proposed method, each robot handles only a small subset of the global optimization problem. The optimal motion computed by the DNMPC loop is then used as a reference for local nonlinear controllers that track the trajectory and compute the robot's actuation inputs. We validate the proposed scheme both through numerical simulations and real-world experiments on the Fly-Crane system: a rigid platform connected to three robots by pairs of cables.
De Carli, N., Belletti, R., Buzzurro, E., Testa, A., Notarstefano, G., Tognon, M. (2025). Distributed NMPC for Cooperative Aerial Manipulation of Cable-Suspended Loads. IEEE ROBOTICS AND AUTOMATION LETTERS, 10(10), 10546-10553 [10.1109/lra.2025.3604703].
Distributed NMPC for Cooperative Aerial Manipulation of Cable-Suspended Loads
Notarstefano, Giuseppe;
2025
Abstract
In this letter, we address the problem of cooperative manipulation of a cable-suspended load by a team of aerial robots. Unlike classical approaches that rely on centralized controllers, we propose a Distributed Nonlinear Model Predictive Control (DNMPC) framework in which the UAVs communicate over a peer-to-peer network a reduced amount of variables. In the proposed method, each robot handles only a small subset of the global optimization problem. The optimal motion computed by the DNMPC loop is then used as a reference for local nonlinear controllers that track the trajectory and compute the robot's actuation inputs. We validate the proposed scheme both through numerical simulations and real-world experiments on the Fly-Crane system: a rigid platform connected to three robots by pairs of cables.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.


