CoHaptics: Development of Human-Robot Collaborative System with Forearm-worn Haptic Display to Increase Safety in Future Factories

Complex tasks require human collaboration since robots do not have enough dexterity. However, robots are still used as instruments and not as collaborative systems. We are introducing a framework to ensure safety in a human-robot collaborative environment. The system is composed of a haptic feedback...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:arXiv.org 2021-09
Hauptverfasser: Miguel Altamirano Cabrera, Heredia, Juan, Tirado, Jonathan, Panov, Vladislav, Hagos, Fikre, Tsetserukou, Dzmitry
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page
container_title arXiv.org
container_volume
creator Miguel Altamirano Cabrera
Heredia, Juan
Tirado, Jonathan
Panov, Vladislav
Hagos, Fikre
Tsetserukou, Dzmitry
description Complex tasks require human collaboration since robots do not have enough dexterity. However, robots are still used as instruments and not as collaborative systems. We are introducing a framework to ensure safety in a human-robot collaborative environment. The system is composed of a haptic feedback display, low-cost wearable mocap, and a new collision avoidance algorithm based on the Artificial Potential Fields (APF). Wearable optical motion capturing system enables tracking the human hand position with high accuracy and low latency on large working areas. This study evaluates whether haptic feedback improves safety in human-robot collaboration. Three experiments were carried out to evaluate the performance of the proposed system. The first one evaluated human responses to the haptic device during interaction with the Robot Tool Center Point (TCP). The second experiment analyzed human-robot behavior during an imminent collision. The third experiment evaluated the system in a collaborative activity in a shared working environment. This study had shown that when haptic feedback in the control loop was included, the safe distance (minimum robot-obstacle distance) increased by 4.1 cm from 12.39 cm to 16.55 cm, and the robot's path, when the collision avoidance algorithm was activated, was reduced by 81%.
format Article
fullrecord <record><control><sourceid>proquest</sourceid><recordid>TN_cdi_proquest_journals_2572354973</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2572354973</sourcerecordid><originalsourceid>FETCH-proquest_journals_25723549733</originalsourceid><addsrcrecordid>eNqNjMFKw0AQhhdBsGjfYcBzIO42Tes1NcSrei_TMMEtm524M9uSq09uQB_A03f4vv-_MSvr3FOx21h7Z9Yi57Is7ba2VeVW5rvhDif1vTzDgS4UeBopKvAAXR4xFm98YoWGQ8ATJ1R_IXifRWmEq9dPaDkRprG4corwewUHL1PAGZThNfaLl2WDA-kMPkKbNSeCFnvl5EkezO2AQWj9x3vz2L58NF0xJf7KJHo8c05xUUdb1dZVm33t3P-qH7oiUWI</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2572354973</pqid></control><display><type>article</type><title>CoHaptics: Development of Human-Robot Collaborative System with Forearm-worn Haptic Display to Increase Safety in Future Factories</title><source>Free E- Journals</source><creator>Miguel Altamirano Cabrera ; Heredia, Juan ; Tirado, Jonathan ; Panov, Vladislav ; Hagos, Fikre ; Tsetserukou, Dzmitry</creator><creatorcontrib>Miguel Altamirano Cabrera ; Heredia, Juan ; Tirado, Jonathan ; Panov, Vladislav ; Hagos, Fikre ; Tsetserukou, Dzmitry</creatorcontrib><description>Complex tasks require human collaboration since robots do not have enough dexterity. However, robots are still used as instruments and not as collaborative systems. We are introducing a framework to ensure safety in a human-robot collaborative environment. The system is composed of a haptic feedback display, low-cost wearable mocap, and a new collision avoidance algorithm based on the Artificial Potential Fields (APF). Wearable optical motion capturing system enables tracking the human hand position with high accuracy and low latency on large working areas. This study evaluates whether haptic feedback improves safety in human-robot collaboration. Three experiments were carried out to evaluate the performance of the proposed system. The first one evaluated human responses to the haptic device during interaction with the Robot Tool Center Point (TCP). The second experiment analyzed human-robot behavior during an imminent collision. The third experiment evaluated the system in a collaborative activity in a shared working environment. This study had shown that when haptic feedback in the control loop was included, the safe distance (minimum robot-obstacle distance) increased by 4.1 cm from 12.39 cm to 16.55 cm, and the robot's path, when the collision avoidance algorithm was activated, was reduced by 81%.</description><identifier>EISSN: 2331-8422</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Algorithms ; Collaboration ; Collision avoidance ; Feedback ; Forearm ; Haptic interfaces ; Haptics ; Human motion ; Performance evaluation ; Potential fields ; Robots ; Safety ; Task complexity ; Wearable technology ; Working conditions</subject><ispartof>arXiv.org, 2021-09</ispartof><rights>2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>776,780</link.rule.ids></links><search><creatorcontrib>Miguel Altamirano Cabrera</creatorcontrib><creatorcontrib>Heredia, Juan</creatorcontrib><creatorcontrib>Tirado, Jonathan</creatorcontrib><creatorcontrib>Panov, Vladislav</creatorcontrib><creatorcontrib>Hagos, Fikre</creatorcontrib><creatorcontrib>Tsetserukou, Dzmitry</creatorcontrib><title>CoHaptics: Development of Human-Robot Collaborative System with Forearm-worn Haptic Display to Increase Safety in Future Factories</title><title>arXiv.org</title><description>Complex tasks require human collaboration since robots do not have enough dexterity. However, robots are still used as instruments and not as collaborative systems. We are introducing a framework to ensure safety in a human-robot collaborative environment. The system is composed of a haptic feedback display, low-cost wearable mocap, and a new collision avoidance algorithm based on the Artificial Potential Fields (APF). Wearable optical motion capturing system enables tracking the human hand position with high accuracy and low latency on large working areas. This study evaluates whether haptic feedback improves safety in human-robot collaboration. Three experiments were carried out to evaluate the performance of the proposed system. The first one evaluated human responses to the haptic device during interaction with the Robot Tool Center Point (TCP). The second experiment analyzed human-robot behavior during an imminent collision. The third experiment evaluated the system in a collaborative activity in a shared working environment. This study had shown that when haptic feedback in the control loop was included, the safe distance (minimum robot-obstacle distance) increased by 4.1 cm from 12.39 cm to 16.55 cm, and the robot's path, when the collision avoidance algorithm was activated, was reduced by 81%.</description><subject>Algorithms</subject><subject>Collaboration</subject><subject>Collision avoidance</subject><subject>Feedback</subject><subject>Forearm</subject><subject>Haptic interfaces</subject><subject>Haptics</subject><subject>Human motion</subject><subject>Performance evaluation</subject><subject>Potential fields</subject><subject>Robots</subject><subject>Safety</subject><subject>Task complexity</subject><subject>Wearable technology</subject><subject>Working conditions</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNqNjMFKw0AQhhdBsGjfYcBzIO42Tes1NcSrei_TMMEtm524M9uSq09uQB_A03f4vv-_MSvr3FOx21h7Z9Yi57Is7ba2VeVW5rvhDif1vTzDgS4UeBopKvAAXR4xFm98YoWGQ8ATJ1R_IXifRWmEq9dPaDkRprG4corwewUHL1PAGZThNfaLl2WDA-kMPkKbNSeCFnvl5EkezO2AQWj9x3vz2L58NF0xJf7KJHo8c05xUUdb1dZVm33t3P-qH7oiUWI</recordid><startdate>20210913</startdate><enddate>20210913</enddate><creator>Miguel Altamirano Cabrera</creator><creator>Heredia, Juan</creator><creator>Tirado, Jonathan</creator><creator>Panov, Vladislav</creator><creator>Hagos, Fikre</creator><creator>Tsetserukou, Dzmitry</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20210913</creationdate><title>CoHaptics: Development of Human-Robot Collaborative System with Forearm-worn Haptic Display to Increase Safety in Future Factories</title><author>Miguel Altamirano Cabrera ; Heredia, Juan ; Tirado, Jonathan ; Panov, Vladislav ; Hagos, Fikre ; Tsetserukou, Dzmitry</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_journals_25723549733</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Collaboration</topic><topic>Collision avoidance</topic><topic>Feedback</topic><topic>Forearm</topic><topic>Haptic interfaces</topic><topic>Haptics</topic><topic>Human motion</topic><topic>Performance evaluation</topic><topic>Potential fields</topic><topic>Robots</topic><topic>Safety</topic><topic>Task complexity</topic><topic>Wearable technology</topic><topic>Working conditions</topic><toplevel>online_resources</toplevel><creatorcontrib>Miguel Altamirano Cabrera</creatorcontrib><creatorcontrib>Heredia, Juan</creatorcontrib><creatorcontrib>Tirado, Jonathan</creatorcontrib><creatorcontrib>Panov, Vladislav</creatorcontrib><creatorcontrib>Hagos, Fikre</creatorcontrib><creatorcontrib>Tsetserukou, Dzmitry</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miguel Altamirano Cabrera</au><au>Heredia, Juan</au><au>Tirado, Jonathan</au><au>Panov, Vladislav</au><au>Hagos, Fikre</au><au>Tsetserukou, Dzmitry</au><format>book</format><genre>document</genre><ristype>GEN</ristype><atitle>CoHaptics: Development of Human-Robot Collaborative System with Forearm-worn Haptic Display to Increase Safety in Future Factories</atitle><jtitle>arXiv.org</jtitle><date>2021-09-13</date><risdate>2021</risdate><eissn>2331-8422</eissn><abstract>Complex tasks require human collaboration since robots do not have enough dexterity. However, robots are still used as instruments and not as collaborative systems. We are introducing a framework to ensure safety in a human-robot collaborative environment. The system is composed of a haptic feedback display, low-cost wearable mocap, and a new collision avoidance algorithm based on the Artificial Potential Fields (APF). Wearable optical motion capturing system enables tracking the human hand position with high accuracy and low latency on large working areas. This study evaluates whether haptic feedback improves safety in human-robot collaboration. Three experiments were carried out to evaluate the performance of the proposed system. The first one evaluated human responses to the haptic device during interaction with the Robot Tool Center Point (TCP). The second experiment analyzed human-robot behavior during an imminent collision. The third experiment evaluated the system in a collaborative activity in a shared working environment. This study had shown that when haptic feedback in the control loop was included, the safe distance (minimum robot-obstacle distance) increased by 4.1 cm from 12.39 cm to 16.55 cm, and the robot's path, when the collision avoidance algorithm was activated, was reduced by 81%.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier EISSN: 2331-8422
ispartof arXiv.org, 2021-09
issn 2331-8422
language eng
recordid cdi_proquest_journals_2572354973
source Free E- Journals
subjects Algorithms
Collaboration
Collision avoidance
Feedback
Forearm
Haptic interfaces
Haptics
Human motion
Performance evaluation
Potential fields
Robots
Safety
Task complexity
Wearable technology
Working conditions
title CoHaptics: Development of Human-Robot Collaborative System with Forearm-worn Haptic Display to Increase Safety in Future Factories
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-08T23%3A07%3A30IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=document&rft.atitle=CoHaptics:%20Development%20of%20Human-Robot%20Collaborative%20System%20with%20Forearm-worn%20Haptic%20Display%20to%20Increase%20Safety%20in%20Future%20Factories&rft.jtitle=arXiv.org&rft.au=Miguel%20Altamirano%20Cabrera&rft.date=2021-09-13&rft.eissn=2331-8422&rft_id=info:doi/&rft_dat=%3Cproquest%3E2572354973%3C/proquest%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2572354973&rft_id=info:pmid/&rfr_iscdi=true