A Template for Digital Human Representation in Digital Twin Simulations of Social Human-Robot Interaction

The virtual validation of a robot's social capability using digital twins requires assessing the perceived quality of human-machine interaction, reflected through various observ-able human parameters that influence the comfort experienced during the interaction. Due to this reason, the detailed digital representation of humans in such simulations is as essential as it is difficult to achieve. This paper introduces a template for digital human representation in a digital twin intended for simulation scenarios of social human-robot interaction. Parameters and properties are grouped into categories for physical behavior, physiological condition (including health), social-cognitive behav-ior, visualization, and sensory capabilities describing a simplified digital representation of a real-world person. The proposed model parameters are chosen based on a literature review of published work regarding digital twin solutions for applications in social robotics with a focus on human digital representation.

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Published
2024-11-04
DOI
https://doi.org/10.1109/iceccme62383.2024.10796060
Primary Topic
Digital Transformation in Industry
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article
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article

A Template for Digital Human Representation in Digital Twin Simulations of Social Human-Robot Interaction

Johannes Schilp, Raoul Zebisch
Digital Transformation in Industry
article

A Template for Digital Human Representation in Digital Twin Simulations of Social Human-Robot Interaction

Johannes Schilp, Raoul Zebisch
article en

Abstract

The virtual validation of a robot's social capability using digital twins requires assessing the perceived quality of human-machine interaction, reflected through various observ-able human parameters that influence the comfort experienced during the interaction. Due to this reason, the detailed digital representation of humans in such simulations is as essential as it is difficult to achieve. This paper introduces a template for digital human representation in a digital twin intended for simulation scenarios of social human-robot interaction. Parameters and properties are grouped into categories for physical behavior, physiological condition (including health), social-cognitive behav-ior, visualization, and sensory capabilities describing a simplified digital representation of a real-world person. The proposed model parameters are chosen based on a literature review of published work regarding digital twin solutions for applications in social robotics with a focus on human digital representation.

University of Augsburg (DE)
Reduced inequalities
Openalex Percentile: Top 65%
Digital Transformation in Industry
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