Beyond the Plane: A 3D Representation of Human Personal Space for Socially-Aware Robotics

Fuente: arXiv
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Auteurs principaux: Ribeiro, Caio C. G., Macharet, Douglas G.
Format: Preprint
Publié: 2025
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author Ribeiro, Caio C. G.
Macharet, Douglas G.
author_facet Ribeiro, Caio C. G.
Macharet, Douglas G.
contents The increasing presence of robots in human environments requires them to exhibit socially appropriate behavior, adhering to social norms. A critical aspect in this context is the concept of personal space, a psychological boundary around an individual that influences their comfort based on proximity. This concept extends to human-robot interaction, where robots must respect personal space to avoid causing discomfort. While much research has focused on modeling personal space in two dimensions, almost none have considered the vertical dimension. In this work, we propose a novel three-dimensional personal space model that integrates both height (introducing a discomfort function along the Z-axis) and horizontal proximity (via a classic XY-plane formulation) to quantify discomfort. To the best of our knowledge, this is the first work to compute discomfort in 3D space at any robot component's position, considering the person's configuration and height.
format Preprint
id arxiv_https___arxiv_org_abs_2506_13937
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Beyond the Plane: A 3D Representation of Human Personal Space for Socially-Aware Robotics
Ribeiro, Caio C. G.
Macharet, Douglas G.
Robotics
The increasing presence of robots in human environments requires them to exhibit socially appropriate behavior, adhering to social norms. A critical aspect in this context is the concept of personal space, a psychological boundary around an individual that influences their comfort based on proximity. This concept extends to human-robot interaction, where robots must respect personal space to avoid causing discomfort. While much research has focused on modeling personal space in two dimensions, almost none have considered the vertical dimension. In this work, we propose a novel three-dimensional personal space model that integrates both height (introducing a discomfort function along the Z-axis) and horizontal proximity (via a classic XY-plane formulation) to quantify discomfort. To the best of our knowledge, this is the first work to compute discomfort in 3D space at any robot component's position, considering the person's configuration and height.
title Beyond the Plane: A 3D Representation of Human Personal Space for Socially-Aware Robotics
topic Robotics
url https://arxiv.org/abs/2506.13937