Model-based approaches aiming to characterize human behavior when interacting with a controlled machine have been a matter of research investigation in various domains, from aerospace to semi-autonomous driving and robotics. Human-robot collaboration is one of the most exciting scenarios of application in which a continuous physical interaction between humans and the controlled plant is present. In this context, the human subject can adapt its control behavior to the external sensed dynamics. This capability has a significant observable effect on the control delay, making its characterization and prevision a crucial aspect to understand. This work investigates a linear modeling approach that uniquely describes human and robot control actions and applies to a collaborative robotic task.

Modeling of control delay in human-robot collaboration

Scibilia Adriano;Pedrocchi Nicola;
2022

Abstract

Model-based approaches aiming to characterize human behavior when interacting with a controlled machine have been a matter of research investigation in various domains, from aerospace to semi-autonomous driving and robotics. Human-robot collaboration is one of the most exciting scenarios of application in which a continuous physical interaction between humans and the controlled plant is present. In this context, the human subject can adapt its control behavior to the external sensed dynamics. This capability has a significant observable effect on the control delay, making its characterization and prevision a crucial aspect to understand. This work investigates a linear modeling approach that uniquely describes human and robot control actions and applies to a collaborative robotic task.
2022
Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato - STIIMA (ex ITIA)
Inglese
IECON 2022 - 48th Annual Conference of the IEEE Industrial Electronics Society
IECON 2022 - 48th Annual Conference of the IEEE Industrial Electronics Society
2022-October
9781665480253
http://www.scopus.com/record/display.url?eid=2-s2.0-85143911829&origin=inward
Sì, ma tipo non specificato
17-20/10/2022
Brussells, BE
Collaborative robots
Autonomous robotics
Control delay
Human behaviors
Human-robot collaboration
3
open
Scibilia, Adriano; Pedrocchi, Nicola; Fortuna, Luigi
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
   Safe and effective HumAn-Robot coopEration toWards a better cOmpetiveness on cuRrent automation lacK manufacturing processes.
   SHAREWORK
   H2020
   820807

   Collaborative draping of carbon fiber parts
   DrapeBot
   H2020
   101006732
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/416115
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