Published October 13, 2022
| Version v1
Conference paper
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Human reaction modeling for collaborative robotic applications in virtual environment
Authors/Creators
Description
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.