Variable impedance control and learning—a review

FJ Abu-Dakka, M Saveriano - Frontiers in Robotics and AI, 2020 - frontiersin.org
Robots that physically interact with their surroundings, in order to accomplish some tasks or
assist humans in their activities, require to exploit contact forces in a safe and proficient …

Impedance variation and learning strategies in human–robot interaction

M Sharifi, A Zakerimanesh, JK Mehr… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In this survey, various concepts and methodologies developed over the past two decades for
varying and learning the impedance or admittance of robotic systems that physically interact …

Concepts and trends in autonomy for robot-assisted surgery

P Fiorini, KY Goldberg, Y Liu… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Surgical robots have been widely adopted with over 4000 robots being used in practice
daily. However, these are telerobots that are fully controlled by skilled human surgeons …

A variable admittance control strategy for stable physical human–robot interaction

F Ferraguti, C Talignani Landi… - … Journal of Robotics …, 2019 - journals.sagepub.com
Admittance control allows a desired dynamic behavior to be reproduced on a non-
backdrivable manipulator and it has been widely used for interaction control and, in …

Recurrent equilibrium networks: Flexible dynamic models with guaranteed stability and robustness

M Revay, R Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article introduces recurrent equilibrium networks (RENs), a new class of nonlinear
dynamical models for applications in machine learning, system identification, and control …

Development of a safety-and energy-aware impedance controller for collaborative robots

G Raiola, CA Cardenas, TS Tadele… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
In contexts where robots share their workspace with humans, safety is of utmost importance.
Consequently, in recent years, a big impulse has been given to the design of human-friendly …

Impedance learning-based adaptive control for human–robot interaction

M Sharifi, V Azimi, VK Mushahwar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, a new learning-based time-varying impedance controller is proposed and
tested to facilitate an autonomous physical human–robot interaction (pHRI). Novel …

Admittance control parameter adaptation for physical human-robot interaction

CT Landi, F Ferraguti, L Sabattini… - … on robotics and …, 2017 - ieeexplore.ieee.org
In physical human-robot interaction, the coexistence of robots and humans in the same
workspace requires the guarantee of a stable interaction, trying to minimize the effort for the …

Review of advanced medical telerobots

S Mehrdad, F Liu, MT Pham, A Lelevé, SF Atashzar - Applied Sciences, 2020 - mdpi.com
The advent of telerobotic systems has revolutionized various aspects of the industry and
human life. This technology is designed to augment human sensorimotor capabilities to …

Safety-aware hierarchical passivity-based variable compliance control for redundant manipulators

Y Michel, C Ott, D Lee - IEEE Transactions on Robotics, 2022 - ieeexplore.ieee.org
This article presents a hierarchical passivity-based compliance controller that exploits robot
redundancy and aims at achieving an impedance behavior with a time-varying stiffness on …