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Modularize-and-Conquer: A Generalized Impact Dynamics and Safe Precollision Control Framework for Floating-Base Tree-Like Robots | IEEE Journals & Magazine | IEEE Xplore

Modularize-and-Conquer: A Generalized Impact Dynamics and Safe Precollision Control Framework for Floating-Base Tree-Like Robots


Abstract:

Flexible and versatile mobile robotic coworkers are becoming an indispensable commodity for helping humans with repetitive or physically demanding work. A key challenge w...Show More

Abstract:

Flexible and versatile mobile robotic coworkers are becoming an indispensable commodity for helping humans with repetitive or physically demanding work. A key challenge with these systems is respecting the strict safety requirements in shared and collaborative workspaces. This inevitably requires solving their whole-body dynamics to obtain the necessary inertial impact properties. In this article, we present an integrated impact dynamics and safe precollision control framework to address the discussed challenge. We propose a novel modular dynamics approach that provides efficient formulations for reusing the uncoupled subsystem dynamics when evaluating the coupled system. Our approach is generalized for deriving the whole-body impact dynamics of any articulated floating-base robot. Furthermore, it outperforms classical monolithic approaches for computing the dynamics, making it favorable for systems with more than two dynamic subsystems while allowing decentralized computations. Finally, based on the proposed modular and generalized impact dynamics and extending our previous work, we introduce the generalized safe motion unit as a unified safety scheme for floating-base robotic structures with branched manipulation extremities. The proposed concepts are evaluated on an exemplary wheeled mobile manipulator, considering realistic use cases in simulation and real-world experiments. The obtained results validated the efficacy of our framework and developed methods.
Published in: IEEE Transactions on Robotics ( Volume: 39, Issue: 4, August 2023)
Page(s): 3200 - 3221
Date of Publication: 04 April 2023

ISSN Information:

Funding Agency:

Author image of Mazin Hamad
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Mazin Hamad (Graduate Student Member, IEEE) received the M.Sc. degree in systems, control, and mechatronics from the Chalmers University of Technology, Gothenburg, Sweden, in 2016.
In 2017, he started working as a Research Assistant with the Institute of Automatic Control (IRT), Gottfried Wilhelm Leibniz University of Hanover (LUH), Hanover, Germany. Since 2018, he has been a Research Associate with the Munich Institute of...Show More
Mazin Hamad (Graduate Student Member, IEEE) received the M.Sc. degree in systems, control, and mechatronics from the Chalmers University of Technology, Gothenburg, Sweden, in 2016.
In 2017, he started working as a Research Assistant with the Institute of Automatic Control (IRT), Gottfried Wilhelm Leibniz University of Hanover (LUH), Hanover, Germany. Since 2018, he has been a Research Associate with the Munich Institute of...View more
Author image of Alexander Kurdas
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Alexander Kurdas received the M.Sc. degree in electrical engineering and information technology from the Technical University of Munich (TUM), Munich, Germany, in 2020.
Before M.Sc., he was working with the KUKA Systems GmbH, Augusburg, Germany. During his master's studies, he investigated the safe control of wheeled mobile manipulators. He is currently working as a Research Associate with the Munich Institute of Robotics ...Show More
Alexander Kurdas received the M.Sc. degree in electrical engineering and information technology from the Technical University of Munich (TUM), Munich, Germany, in 2020.
Before M.Sc., he was working with the KUKA Systems GmbH, Augusburg, Germany. During his master's studies, he investigated the safe control of wheeled mobile manipulators. He is currently working as a Research Associate with the Munich Institute of Robotics ...View more
Author image of Nico Mansfeld
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Franka Emika GmbH, Munich, Germany
Nico Mansfeld received the Ph.D. degree in electrical engineering from the Technical University of Munich (TUM), Munich, Germany, in 2022.
From 2012 to 2019, he worked as a Research Associate with DLR, and from 2020 to 2022 with TUM. Since 2022, he has been with Franka Emika GmbH, Munich. His research interests include safety in human–robot interaction, human injury biomechanics, and control of flexible joint and variable ...Show More
Nico Mansfeld received the Ph.D. degree in electrical engineering from the Technical University of Munich (TUM), Munich, Germany, in 2022.
From 2012 to 2019, he worked as a Research Associate with DLR, and from 2020 to 2022 with TUM. Since 2022, he has been with Franka Emika GmbH, Munich. His research interests include safety in human–robot interaction, human injury biomechanics, and control of flexible joint and variable ...View more
Author image of Saeed Abdolshah
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Saeed Abdolshah received the Ph.D. degree in mechatronics engineering from the University of Padua, Padua, Italy, in 2016.
In 2015, he was a Visiting Scholar with the ROAR Laboratory, Columbia University, New York, NY, USA. Between 2016 and 2018, he was a Postdoctoral Researcher with Assistive Robotics Research Group, Nagoya University, Nagoya, Japan. Since 2018, he has been a Senior Scientist with the Munich Institute of ...Show More
Saeed Abdolshah received the Ph.D. degree in mechatronics engineering from the University of Padua, Padua, Italy, in 2016.
In 2015, he was a Visiting Scholar with the ROAR Laboratory, Columbia University, New York, NY, USA. Between 2016 and 2018, he was a Postdoctoral Researcher with Assistive Robotics Research Group, Nagoya University, Nagoya, Japan. Since 2018, he has been a Senior Scientist with the Munich Institute of ...View more
Author image of Sami Haddadin
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Sami Haddadin received the Ph.D. degree in safety in robotics from the Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen University, Aachen, Germany, in 2011.
From 2014 to 2018, he was a Full Professor and the Director of the Institute of IRT. Prior to that, he was a Research Associate with the German Aerospace Center (DLR). Since 2022, he has been the Acting Director with the Chair of Robotics and Systems Intelli...Show More
Sami Haddadin received the Ph.D. degree in safety in robotics from the Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen University, Aachen, Germany, in 2011.
From 2014 to 2018, he was a Full Professor and the Director of the Institute of IRT. Prior to that, he was a Research Associate with the German Aerospace Center (DLR). Since 2022, he has been the Acting Director with the Chair of Robotics and Systems Intelli...View more

Author image of Mazin Hamad
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Mazin Hamad (Graduate Student Member, IEEE) received the M.Sc. degree in systems, control, and mechatronics from the Chalmers University of Technology, Gothenburg, Sweden, in 2016.
In 2017, he started working as a Research Assistant with the Institute of Automatic Control (IRT), Gottfried Wilhelm Leibniz University of Hanover (LUH), Hanover, Germany. Since 2018, he has been a Research Associate with the Munich Institute of Robotics and Machine Intelligence, Technical University of Munich (TUM), Munich, Germany. His research interests include human injury biomechanics and safety in human–robot interaction.
Mazin Hamad (Graduate Student Member, IEEE) received the M.Sc. degree in systems, control, and mechatronics from the Chalmers University of Technology, Gothenburg, Sweden, in 2016.
In 2017, he started working as a Research Assistant with the Institute of Automatic Control (IRT), Gottfried Wilhelm Leibniz University of Hanover (LUH), Hanover, Germany. Since 2018, he has been a Research Associate with the Munich Institute of Robotics and Machine Intelligence, Technical University of Munich (TUM), Munich, Germany. His research interests include human injury biomechanics and safety in human–robot interaction.View more
Author image of Alexander Kurdas
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Alexander Kurdas received the M.Sc. degree in electrical engineering and information technology from the Technical University of Munich (TUM), Munich, Germany, in 2020.
Before M.Sc., he was working with the KUKA Systems GmbH, Augusburg, Germany. During his master's studies, he investigated the safe control of wheeled mobile manipulators. He is currently working as a Research Associate with the Munich Institute of Robotics and Machine Intelligence, TUM. His research interests include safe human–robot interaction, tactile robots, impact-aware robotic manipulation manipulation, system identification, and contact classification.
Alexander Kurdas received the M.Sc. degree in electrical engineering and information technology from the Technical University of Munich (TUM), Munich, Germany, in 2020.
Before M.Sc., he was working with the KUKA Systems GmbH, Augusburg, Germany. During his master's studies, he investigated the safe control of wheeled mobile manipulators. He is currently working as a Research Associate with the Munich Institute of Robotics and Machine Intelligence, TUM. His research interests include safe human–robot interaction, tactile robots, impact-aware robotic manipulation manipulation, system identification, and contact classification.View more
Author image of Nico Mansfeld
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Franka Emika GmbH, Munich, Germany
Nico Mansfeld received the Ph.D. degree in electrical engineering from the Technical University of Munich (TUM), Munich, Germany, in 2022.
From 2012 to 2019, he worked as a Research Associate with DLR, and from 2020 to 2022 with TUM. Since 2022, he has been with Franka Emika GmbH, Munich. His research interests include safety in human–robot interaction, human injury biomechanics, and control of flexible joint and variable compliance robots.
Nico Mansfeld received the Ph.D. degree in electrical engineering from the Technical University of Munich (TUM), Munich, Germany, in 2022.
From 2012 to 2019, he worked as a Research Associate with DLR, and from 2020 to 2022 with TUM. Since 2022, he has been with Franka Emika GmbH, Munich. His research interests include safety in human–robot interaction, human injury biomechanics, and control of flexible joint and variable compliance robots.View more
Author image of Saeed Abdolshah
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Saeed Abdolshah received the Ph.D. degree in mechatronics engineering from the University of Padua, Padua, Italy, in 2016.
In 2015, he was a Visiting Scholar with the ROAR Laboratory, Columbia University, New York, NY, USA. Between 2016 and 2018, he was a Postdoctoral Researcher with Assistive Robotics Research Group, Nagoya University, Nagoya, Japan. Since 2018, he has been a Senior Scientist with the Munich Institute of Robotics and Machine Intelligence, Technical University of Munich, Munich, Germany. His research interests include safety in human–robot interaction, biomechanics of injury, and fall studies.
Saeed Abdolshah received the Ph.D. degree in mechatronics engineering from the University of Padua, Padua, Italy, in 2016.
In 2015, he was a Visiting Scholar with the ROAR Laboratory, Columbia University, New York, NY, USA. Between 2016 and 2018, he was a Postdoctoral Researcher with Assistive Robotics Research Group, Nagoya University, Nagoya, Japan. Since 2018, he has been a Senior Scientist with the Munich Institute of Robotics and Machine Intelligence, Technical University of Munich, Munich, Germany. His research interests include safety in human–robot interaction, biomechanics of injury, and fall studies.View more
Author image of Sami Haddadin
Munich Institute of Robotics and Machine Intelligence (MIRMI), Chair of Robotics and Systems Intelligence, Technical University of Munich (TUM), Munich, Germany
Sami Haddadin received the Ph.D. degree in safety in robotics from the Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen University, Aachen, Germany, in 2011.
From 2014 to 2018, he was a Full Professor and the Director of the Institute of IRT. Prior to that, he was a Research Associate with the German Aerospace Center (DLR). Since 2022, he has been the Acting Director with the Chair of Robotics and Systems Intelligence (RSI) and the Munich Institute of Robotics and Machine Intelligence (MIRMI) at the Technical University of Munich (TUM), Germany. His research interests include robotics, machine intelligence, human neuromechanics, and motor control.
Dr. Haddadin was the recipient of numerous prestigious awards and prizes for his scientific work.
Sami Haddadin received the Ph.D. degree in safety in robotics from the Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen University, Aachen, Germany, in 2011.
From 2014 to 2018, he was a Full Professor and the Director of the Institute of IRT. Prior to that, he was a Research Associate with the German Aerospace Center (DLR). Since 2022, he has been the Acting Director with the Chair of Robotics and Systems Intelligence (RSI) and the Munich Institute of Robotics and Machine Intelligence (MIRMI) at the Technical University of Munich (TUM), Germany. His research interests include robotics, machine intelligence, human neuromechanics, and motor control.
Dr. Haddadin was the recipient of numerous prestigious awards and prizes for his scientific work.View more
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