In the context of telehealth, robotic approaches have proven a valuable solution to in-person visits in remote areas, with decreased costs for patients and infection risks. In particular, in ultrasonography, robots have the potential to reproduce the skills required to acquire high-quality images while reducing the sonographer’s physical efforts. In this paper, we address the control of the interaction of the probe with the patient’s body, a critical aspect of ensuring safe and effective ultrasonography. We introduce a novel approach based on variable impedance control, allowing the real-time optimisation of compliant controller parameters during ultrasound procedures. This optimisation is formulated as a quadratic programming problem and incorporates physical constraints derived from viscoelastic parameter estimations. Safety and passivity constraints, including an energy tank, are also integrated to minimise potential risks during human-robot interaction. The proposed method’s efficacy is demonstrated through experiments on a patient’s dummy torso, highlighting its potential for achieving safe behaviour and accurate force control during ultrasound procedures, even in cases of contact loss.

A Passive Variable Impedance Control Strategy with Viscoelastic Parameters Estimation of Soft Tissues for Safe Ultrasonography / Beber, Luca; Lamon, Edoardo; Nardi, Davide; Fontanelli, Daniele; Saveriano, Matteo; Palopoli, Luigi. - 89:(2024), pp. 1298-1304. (Intervento presentato al convegno ICRA tenutosi a Yokohama, Japan nel May 2024) [10.1109/icra57147.2024.10610167].

A Passive Variable Impedance Control Strategy with Viscoelastic Parameters Estimation of Soft Tissues for Safe Ultrasonography

Beber, Luca
Co-primo
;
Lamon, Edoardo
Co-primo
;
Fontanelli, Daniele
Penultimo
;
Saveriano, Matteo
Co-ultimo
;
Palopoli, Luigi
Co-ultimo
2024-01-01

Abstract

In the context of telehealth, robotic approaches have proven a valuable solution to in-person visits in remote areas, with decreased costs for patients and infection risks. In particular, in ultrasonography, robots have the potential to reproduce the skills required to acquire high-quality images while reducing the sonographer’s physical efforts. In this paper, we address the control of the interaction of the probe with the patient’s body, a critical aspect of ensuring safe and effective ultrasonography. We introduce a novel approach based on variable impedance control, allowing the real-time optimisation of compliant controller parameters during ultrasound procedures. This optimisation is formulated as a quadratic programming problem and incorporates physical constraints derived from viscoelastic parameter estimations. Safety and passivity constraints, including an energy tank, are also integrated to minimise potential risks during human-robot interaction. The proposed method’s efficacy is demonstrated through experiments on a patient’s dummy torso, highlighting its potential for achieving safe behaviour and accurate force control during ultrasound procedures, even in cases of contact loss.
2024
2024 IEEE International Conference on Robotics and Automation (ICRA)
Piscataway, New Jersey
IEEE
979-8-3503-8457-4
979-8-3503-8458-1
Beber, Luca; Lamon, Edoardo; Nardi, Davide; Fontanelli, Daniele; Saveriano, Matteo; Palopoli, Luigi
A Passive Variable Impedance Control Strategy with Viscoelastic Parameters Estimation of Soft Tissues for Safe Ultrasonography / Beber, Luca; Lamon, Edoardo; Nardi, Davide; Fontanelli, Daniele; Saveriano, Matteo; Palopoli, Luigi. - 89:(2024), pp. 1298-1304. (Intervento presentato al convegno ICRA tenutosi a Yokohama, Japan nel May 2024) [10.1109/icra57147.2024.10610167].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/434091
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