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Caring about the human operator: haptic shared control for enhanced user comfort in robotic telemanipulation

Abstract : Haptic shared control enables a human operator and an autonomous controller to share the control of a robotic system using haptic active constraints. It has been used in robotic teleoperation for different purposes, such as navigating along paths minimizing the torques requested to the manipulator or avoiding possibly dangerous areas of the workspace. However, few works have focused on using these ideas to account for the user's comfort. In this work, we present an innovative haptic-enabled shared control approach aimed at minimizing the user's workload during a teleoperated manipulation task. Using an inverse kinematic model of the human arm and the Rapid Upper Limb Assessment (RULA) metric, the proposed approach estimates the current user's comfort online. From this measure and an a priori knowledge of the task, we then generate dynamic active constraints guiding the users towards a successful completion of the task, along directions that improve their posture and increase their comfort. Studies with human subjects show the effectiveness of the proposed approach, yielding a 30% perceived reduction of the workload with respect to using standard guided human-in-the-loop teleoperation.
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Contributor : Claudio Pacchierotti Connect in order to contact the contributor
Submitted on : Wednesday, January 29, 2020 - 11:21:31 AM
Last modification on : Friday, April 8, 2022 - 4:04:03 PM
Long-term archiving on: : Thursday, April 30, 2020 - 2:44:59 PM



Rahaf Rahal, Giulia Matarese, Marco Gabiccini, Alessio Artoni, Domenico Prattichizzo, et al.. Caring about the human operator: haptic shared control for enhanced user comfort in robotic telemanipulation. IEEE Transactions on Haptics (ToH), IEEE, 2020, 13 (1), pp.197-203. ⟨10.1109/TOH.2020.2969662⟩. ⟨hal-02459168⟩



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