Sleep inertia in automated driving: Post-sleep take-over and driving performance
•Take-over performance and manual driving behavior are investigated in drivers after electroencephalography-confirmed stable sleep..•After sleep, take-over performance is impaired yielding “driving errors” in the Take-Over Controllability-Rating.•Manual driving performance after sleep yields impairm...
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Veröffentlicht in: | Accident analysis and prevention 2021-02, Vol.150, p.105918-105918, Article 105918 |
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creator | Wörle, Johanna Metz, Barbara Baumann, Martin |
description | •Take-over performance and manual driving behavior are investigated in drivers after electroencephalography-confirmed stable sleep..•After sleep, take-over performance is impaired yielding “driving errors” in the Take-Over Controllability-Rating.•Manual driving performance after sleep yields impairments in lane and speed keeping and drivers chose lower speeds.•Sleep inertia has a serious impact on driving behavior and has to be accounted for in the development of automated vehicles.
Sleep is emerging as a new driver state in automated driving. Post-sleep performance impairments due to sleep inertia, the transitional phase from sleep to wakefulness that can take up to 30 min, are a potential safety issue. Take-over performance immediately after sleep is impaired and drivers perceive the take-over as critical. The aim of the presented study was to assess take-over behavior immediately after sleep and driving behavior during the 10 min after sleep. A study with N = 31 drivers was conducted in a high-fidelity driving simulator. Take-over performance and driving performance were assessed a) under alert baseline conditions and b) after awakening from electroencephalography-confirmed stable sleep. Take-over performance 15 s after awakening was impaired resulting in more driving errors compared to the alert baseline. Lane keeping was dramatically impaired in the first 3 min after sleep and recovered rapidly. Drivers drove slower after sleep and speed keeping was less stable for at least 10 min. The results suggest that human-machine interaction design should account for the drivers’ impaired post-sleep driving performance. |
doi_str_mv | 10.1016/j.aap.2020.105918 |
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Sleep is emerging as a new driver state in automated driving. Post-sleep performance impairments due to sleep inertia, the transitional phase from sleep to wakefulness that can take up to 30 min, are a potential safety issue. Take-over performance immediately after sleep is impaired and drivers perceive the take-over as critical. The aim of the presented study was to assess take-over behavior immediately after sleep and driving behavior during the 10 min after sleep. A study with N = 31 drivers was conducted in a high-fidelity driving simulator. Take-over performance and driving performance were assessed a) under alert baseline conditions and b) after awakening from electroencephalography-confirmed stable sleep. Take-over performance 15 s after awakening was impaired resulting in more driving errors compared to the alert baseline. Lane keeping was dramatically impaired in the first 3 min after sleep and recovered rapidly. Drivers drove slower after sleep and speed keeping was less stable for at least 10 min. The results suggest that human-machine interaction design should account for the drivers’ impaired post-sleep driving performance.</description><identifier>ISSN: 0001-4575</identifier><identifier>EISSN: 1879-2057</identifier><identifier>DOI: 10.1016/j.aap.2020.105918</identifier><identifier>PMID: 33310649</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Automated driving ; Driver state ; Driving performance ; Sleep ; Sleep inertia ; Take-over performance</subject><ispartof>Accident analysis and prevention, 2021-02, Vol.150, p.105918-105918, Article 105918</ispartof><rights>2020 Elsevier Ltd</rights><rights>Copyright © 2020 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c424t-2d3ab668bbdbb2539a2ad1bab43d1a7418dc303228c3795de19c1e614d5a0f1b3</citedby><cites>FETCH-LOGICAL-c424t-2d3ab668bbdbb2539a2ad1bab43d1a7418dc303228c3795de19c1e614d5a0f1b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0001457520317383$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33310649$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wörle, Johanna</creatorcontrib><creatorcontrib>Metz, Barbara</creatorcontrib><creatorcontrib>Baumann, Martin</creatorcontrib><title>Sleep inertia in automated driving: Post-sleep take-over and driving performance</title><title>Accident analysis and prevention</title><addtitle>Accid Anal Prev</addtitle><description>•Take-over performance and manual driving behavior are investigated in drivers after electroencephalography-confirmed stable sleep..•After sleep, take-over performance is impaired yielding “driving errors” in the Take-Over Controllability-Rating.•Manual driving performance after sleep yields impairments in lane and speed keeping and drivers chose lower speeds.•Sleep inertia has a serious impact on driving behavior and has to be accounted for in the development of automated vehicles.
Sleep is emerging as a new driver state in automated driving. Post-sleep performance impairments due to sleep inertia, the transitional phase from sleep to wakefulness that can take up to 30 min, are a potential safety issue. Take-over performance immediately after sleep is impaired and drivers perceive the take-over as critical. The aim of the presented study was to assess take-over behavior immediately after sleep and driving behavior during the 10 min after sleep. A study with N = 31 drivers was conducted in a high-fidelity driving simulator. Take-over performance and driving performance were assessed a) under alert baseline conditions and b) after awakening from electroencephalography-confirmed stable sleep. Take-over performance 15 s after awakening was impaired resulting in more driving errors compared to the alert baseline. Lane keeping was dramatically impaired in the first 3 min after sleep and recovered rapidly. Drivers drove slower after sleep and speed keeping was less stable for at least 10 min. The results suggest that human-machine interaction design should account for the drivers’ impaired post-sleep driving performance.</description><subject>Automated driving</subject><subject>Driver state</subject><subject>Driving performance</subject><subject>Sleep</subject><subject>Sleep inertia</subject><subject>Take-over performance</subject><issn>0001-4575</issn><issn>1879-2057</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLAzEUhYMotlZ_gBuZpZupuck8dSXFFxQsqOtwk9xKaudhMlPw3zu11aWry4HvHLgfY-fAp8Ahu1pNEdup4GKb0xKKAzaGIi9jwdP8kI055xAnaZ6O2EkIqyHmRZ4es5GUEniWlGO2eFkTtZGryXcOhxth3zUVdmQj693G1e_X0aIJXRx-wA4_KG425COs_4ioJb9sfIW1oVN2tMR1oLP9nbC3-7vX2WM8f354mt3OY5OIpIuFlaizrNDaai1SWaJACxp1Ii1gnkBhjeRSiMLIvEwtQWmAMkhsinwJWk7Y5W639c1nT6FTlQuG1musqemDEknOuShLCQMKO9T4JgRPS9V6V6H_UsDVVqRaqUGk2opUO5FD52I_3-uK7F_j19wA3OwAGp7cOPIqGEeDAOs8mU7Zxv0z_w30g4Nh</recordid><startdate>20210201</startdate><enddate>20210201</enddate><creator>Wörle, Johanna</creator><creator>Metz, Barbara</creator><creator>Baumann, Martin</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20210201</creationdate><title>Sleep inertia in automated driving: Post-sleep take-over and driving performance</title><author>Wörle, Johanna ; Metz, Barbara ; Baumann, Martin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c424t-2d3ab668bbdbb2539a2ad1bab43d1a7418dc303228c3795de19c1e614d5a0f1b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Automated driving</topic><topic>Driver state</topic><topic>Driving performance</topic><topic>Sleep</topic><topic>Sleep inertia</topic><topic>Take-over performance</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wörle, Johanna</creatorcontrib><creatorcontrib>Metz, Barbara</creatorcontrib><creatorcontrib>Baumann, Martin</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Accident analysis and prevention</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wörle, Johanna</au><au>Metz, Barbara</au><au>Baumann, Martin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Sleep inertia in automated driving: Post-sleep take-over and driving performance</atitle><jtitle>Accident analysis and prevention</jtitle><addtitle>Accid Anal Prev</addtitle><date>2021-02-01</date><risdate>2021</risdate><volume>150</volume><spage>105918</spage><epage>105918</epage><pages>105918-105918</pages><artnum>105918</artnum><issn>0001-4575</issn><eissn>1879-2057</eissn><abstract>•Take-over performance and manual driving behavior are investigated in drivers after electroencephalography-confirmed stable sleep..•After sleep, take-over performance is impaired yielding “driving errors” in the Take-Over Controllability-Rating.•Manual driving performance after sleep yields impairments in lane and speed keeping and drivers chose lower speeds.•Sleep inertia has a serious impact on driving behavior and has to be accounted for in the development of automated vehicles.
Sleep is emerging as a new driver state in automated driving. Post-sleep performance impairments due to sleep inertia, the transitional phase from sleep to wakefulness that can take up to 30 min, are a potential safety issue. Take-over performance immediately after sleep is impaired and drivers perceive the take-over as critical. The aim of the presented study was to assess take-over behavior immediately after sleep and driving behavior during the 10 min after sleep. A study with N = 31 drivers was conducted in a high-fidelity driving simulator. Take-over performance and driving performance were assessed a) under alert baseline conditions and b) after awakening from electroencephalography-confirmed stable sleep. Take-over performance 15 s after awakening was impaired resulting in more driving errors compared to the alert baseline. Lane keeping was dramatically impaired in the first 3 min after sleep and recovered rapidly. Drivers drove slower after sleep and speed keeping was less stable for at least 10 min. The results suggest that human-machine interaction design should account for the drivers’ impaired post-sleep driving performance.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>33310649</pmid><doi>10.1016/j.aap.2020.105918</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Automated driving Driver state Driving performance Sleep Sleep inertia Take-over performance |
title | Sleep inertia in automated driving: Post-sleep take-over and driving performance |
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