Experimental validation of model-based collocated control for shape regulation in elastically decoupled underactuated soft robots

Journal Article (2026)
Author(s)

Ghanishtha Bhatti (Student TU Delft)

Pietro Pustina (TU Delft - Mechanical Engineering)

Daniel Feliu-Talegon (TU Delft - Mechanical Engineering)

Bastian Deutschmann (Deutsches Zentrum für Luft- und Raumfahrt (DLR))

Cosimo Della Santina (TU Delft - Mechanical Engineering, Deutsches Zentrum für Luft- und Raumfahrt (DLR))

Research Group
Learning & Autonomous Control
DOI related publication
https://doi.org/10.1016/j.mechatronics.2026.103470 Final published version
More Info
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Publication Year
2026
Language
English
Research Group
Learning & Autonomous Control
Journal title
Mechatronics
Volume number
116
Article number
103470
Downloads counter
22
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Abstract

Soft robots, with their compliant and underactuated nature, pose significant challenges for real-time shape regulation. Practical implementations of these methods often rely on fully-actuated approximations, over-looking the underactuated nature of these continuum structures. This study experimentally validates model-based controllers through collocated control that explicitly address underactuation, incorporating gravity cancellation and elasticity compensation to outperform conventional PD/PID approaches. A new multi-segment soft robot with a passively actuated segment has been designed, enabling experimental validation and providing strong evidence of the controllers’ effectiveness. The work bridges theory and practice, offering a practical framework for real-time shape regulation applicable to diverse soft robotic systems.