Elastic Tactile Sensor Glove for Dexterous Teaching by Demonstration

We present a thin and elastic tactile sensor glove for teaching dexterous manipulation tasks to robots through human demonstration. The entire glove, including the sensor cells, base layer, and electrical connections, is made from soft and stretchable silicone rubber, adapting to deformations under...

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Main Authors: Philipp Ruppel, Jianwei Zhang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/6/1912
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author Philipp Ruppel
Jianwei Zhang
author_facet Philipp Ruppel
Jianwei Zhang
author_sort Philipp Ruppel
collection DOAJ
description We present a thin and elastic tactile sensor glove for teaching dexterous manipulation tasks to robots through human demonstration. The entire glove, including the sensor cells, base layer, and electrical connections, is made from soft and stretchable silicone rubber, adapting to deformations under bending and contact while preserving human dexterity. We develop a glove design with five fingers and a palm sensor, revise material formulations for reduced thickness, faster processing and lower cost, adapt manufacturing processes for reduced layer thickness, and design readout electronics for improved sensitivity and battery operation. We further address integration with a multi-camera system and motion reconstruction, wireless communication, and data processing to obtain multimodal reconstructions of human manipulation skills.
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spelling doaj.art-99bc1be0d8f94ef7a2382e4e465771c32024-03-27T14:04:07ZengMDPI AGSensors1424-82202024-03-01246191210.3390/s24061912Elastic Tactile Sensor Glove for Dexterous Teaching by DemonstrationPhilipp Ruppel0Jianwei Zhang1Department of Informatics, Universität Hamburg, 22527 Hamburg, GermanyDepartment of Informatics, Universität Hamburg, 22527 Hamburg, GermanyWe present a thin and elastic tactile sensor glove for teaching dexterous manipulation tasks to robots through human demonstration. The entire glove, including the sensor cells, base layer, and electrical connections, is made from soft and stretchable silicone rubber, adapting to deformations under bending and contact while preserving human dexterity. We develop a glove design with five fingers and a palm sensor, revise material formulations for reduced thickness, faster processing and lower cost, adapt manufacturing processes for reduced layer thickness, and design readout electronics for improved sensitivity and battery operation. We further address integration with a multi-camera system and motion reconstruction, wireless communication, and data processing to obtain multimodal reconstructions of human manipulation skills.https://www.mdpi.com/1424-8220/24/6/1912tactile sensingsensor glovesstretchable sensorsstretchable electronicsteaching by demonstrationimitation learning
spellingShingle Philipp Ruppel
Jianwei Zhang
Elastic Tactile Sensor Glove for Dexterous Teaching by Demonstration
Sensors
tactile sensing
sensor gloves
stretchable sensors
stretchable electronics
teaching by demonstration
imitation learning
title Elastic Tactile Sensor Glove for Dexterous Teaching by Demonstration
title_full Elastic Tactile Sensor Glove for Dexterous Teaching by Demonstration
title_fullStr Elastic Tactile Sensor Glove for Dexterous Teaching by Demonstration
title_full_unstemmed Elastic Tactile Sensor Glove for Dexterous Teaching by Demonstration
title_short Elastic Tactile Sensor Glove for Dexterous Teaching by Demonstration
title_sort elastic tactile sensor glove for dexterous teaching by demonstration
topic tactile sensing
sensor gloves
stretchable sensors
stretchable electronics
teaching by demonstration
imitation learning
url https://www.mdpi.com/1424-8220/24/6/1912
work_keys_str_mv AT philippruppel elastictactilesensorglovefordexterousteachingbydemonstration
AT jianweizhang elastictactilesensorglovefordexterousteachingbydemonstration