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A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications

There are growing interests in the use of robots in collaborative environments with humans or other intelligent machines. Sensing the environment for which the robot is operating can be done in many ways, generally guided by skin-like sensors. Some of the skins are inspired by natural sensing in hum...

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Autores principales: Ma, Gege, Soleimani, Manuchehr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7359368/
https://www.ncbi.nlm.nih.gov/pubmed/32661346
http://dx.doi.org/10.1038/s41598-020-68432-1
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author Ma, Gege
Soleimani, Manuchehr
author_facet Ma, Gege
Soleimani, Manuchehr
author_sort Ma, Gege
collection PubMed
description There are growing interests in the use of robots in collaborative environments with humans or other intelligent machines. Sensing the environment for which the robot is operating can be done in many ways, generally guided by skin-like sensors. Some of the skins are inspired by natural sensing in humans or other species. As humans, we use many of our senses, such as version, hearing, smell, and touch, to move around by avoiding colliding with other humans or objects. Different from humans, many other mammals also use whiskers as an additional sensor to help navigate around. In this paper, we demonstrate a touchless capacitive imaging-based sensor in the situation where the obstacles are in close vicinity to the robot. The proposed imaging system can sense the changes in areas near to the skin-like sensors by measuring the capacitances between the array of electrodes. A 4D sensing approach has been developed with the spatiotemporal Total Variation algorithm. The 4D operational mode gives sensors the time awareness that allows for dynamical responses and hence the better control of the robots. Several experiments are conducted to show the skin-like behaviour of this sensor by simulating various scenarios. The sensor shows the excellent ability to detect an object in its vicinity, where the depth is close to half of the planar sensor array size.
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spelling pubmed-73593682020-07-16 A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications Ma, Gege Soleimani, Manuchehr Sci Rep Article There are growing interests in the use of robots in collaborative environments with humans or other intelligent machines. Sensing the environment for which the robot is operating can be done in many ways, generally guided by skin-like sensors. Some of the skins are inspired by natural sensing in humans or other species. As humans, we use many of our senses, such as version, hearing, smell, and touch, to move around by avoiding colliding with other humans or objects. Different from humans, many other mammals also use whiskers as an additional sensor to help navigate around. In this paper, we demonstrate a touchless capacitive imaging-based sensor in the situation where the obstacles are in close vicinity to the robot. The proposed imaging system can sense the changes in areas near to the skin-like sensors by measuring the capacitances between the array of electrodes. A 4D sensing approach has been developed with the spatiotemporal Total Variation algorithm. The 4D operational mode gives sensors the time awareness that allows for dynamical responses and hence the better control of the robots. Several experiments are conducted to show the skin-like behaviour of this sensor by simulating various scenarios. The sensor shows the excellent ability to detect an object in its vicinity, where the depth is close to half of the planar sensor array size. Nature Publishing Group UK 2020-07-13 /pmc/articles/PMC7359368/ /pubmed/32661346 http://dx.doi.org/10.1038/s41598-020-68432-1 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Ma, Gege
Soleimani, Manuchehr
A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications
title A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications
title_full A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications
title_fullStr A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications
title_full_unstemmed A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications
title_short A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications
title_sort versatile 4d capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7359368/
https://www.ncbi.nlm.nih.gov/pubmed/32661346
http://dx.doi.org/10.1038/s41598-020-68432-1
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