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Updated: Apr 26, 2026

Adaptation of a Haptic Robot in a 3T fMRI
Published on: October 4, 2011
Customization, control, and characterization of a commercial haptic device for high-fidelity rendering of weak forces
Netta Gurari1, Gabriel Baud-Bovy1
1Robotics, Brain and Cognitive Sciences, Istituto Italiano di Tecnologia, Via Morego, 30, Genoa 16163, Italy.
Background:
The emergence of commercial haptic devices offers new research opportunities to enhance our understanding of the human sensory-motor system. Yet, commercial device capabilities have limitations which need to be addressed. This paper describes the customization of a commercial force feedback device for displaying forces with a precision that exceeds the human force perception threshold.
New Method:
The device was outfitted with a multi-axis force sensor and closed-loop controlled to improve its transparency. Additionally, two force sensing resistors were attached to the device to measure grip force. Force errors were modeled in the frequency- and time-domain to identify contributions from the mass, viscous friction, and Coulomb friction during open- and closed-loop control. The effect of user interaction on system stability was assessed in the context of a user study which aimed to measure force perceptual thresholds.
Results:
Findings based on 15 participants demonstrate that the system maintains stability when rendering forces ranging from 0-0.20 N, with an average maximum absolute force error of 0.041 ± 0.013 N. Modeling the force errors revealed that Coulomb friction and inertia were the main contributors to force distortions during respectively slow and fast motions.
Comparison With Existing Methods:
Existing commercial force feedback devices cannot render forces with the required precision for certain testing scenarios. Building on existing robotics work, this paper shows how a device can be customized to make it reliable for studying the perception of weak forces.
Conclusions:
The customized and closed-loop controlled device is suitable for measuring force perceptual thresholds.
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