An Energy-Based Approach to the Force-Impedance Control Problem for Robot Manipulators

This work proposes a new force-impedance controller design method for robot manipulators in the port-Hamiltonian (PH) framework. Compared with former work in the Euler–Lagrange (EL) framework, fewer control parameters and constraints are needed to achieve asymptotic stability. Besides, a clear physical interpretation can be given due to the PH formalism. First, a canonical transformation is adopted to recast the joint space model into a workspace model. We then achieve impedance control by shaping the inertial and stiffness matrices. Additionally, a change of variable strategy allows an integral force action, such that the force error is included in the system’s passive output. Furthermore, a damping injection is applied to obtain a smoother noncontact-to-contact transition. Finally, we conduct simulations and experiments to compare the advantages of our new force-impedance control law with respect to the EL approaches.

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Publication Details

Journal
IEEE Transactions on Control Systems Technology
Published
2025-09-18
DOI
https://doi.org/10.1109/tcst.2025.3606519
Primary Topic
Robot Manipulation and Learning
Type
article
Field-Weighted Citation Impact
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article

An Energy-Based Approach to the Force-Impedance Control Problem for Robot Manipulators

Haojun Ma, Alessandro Macchelli, Jacquelien M.A. Scherpen, Mauricio Muñoz Arias
IEEE Transactions on Control Systems Technology
Robot Manipulation and Learning
article

An Energy-Based Approach to the Force-Impedance Control Problem for Robot Manipulators

Haojun Ma, Alessandro Macchelli, Jacquelien M.A. Scherpen, Mauricio Muñoz Arias
article en

Abstract

This work proposes a new force-impedance controller design method for robot manipulators in the port-Hamiltonian (PH) framework. Compared with former work in the Euler–Lagrange (EL) framework, fewer control parameters and constraints are needed to achieve asymptotic stability. Besides, a clear physical interpretation can be given due to the PH formalism. First, a canonical transformation is adopted to recast the joint space model into a workspace model. We then achieve impedance control by shaping the inertial and stiffness matrices. Additionally, a change of variable strategy allows an integral force action, such that the force error is included in the system’s passive output. Furthermore, a damping injection is applied to obtain a smoother noncontact-to-contact transition. Finally, we conduct simulations and experiments to compare the advantages of our new force-impedance control law with respect to the EL approaches.

IEEE Transactions on Control Systems TechnologyVol. 34(1)
University of Groningen (NL), Chinese Academy of Sciences (CN), University of Bologna (IT)
Openalex Percentile: Top 68%
Robot Manipulation and Learning
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