Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study

Passive task-related (TR) fatigue caused by monotonous driving can negatively affect driving safety by impairing driver alertness and performance. This study aims to evaluate the effectiveness of a motion seat system on the driver’s passive TR fatigue in terms of driving performance, physiological r...

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Main Authors: Seunghoon Lee, Minjae Kim, Hayoung Jung, Dohoon Kwon, Sunwoo Choi, Heecheon You
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/9/2688
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spelling doaj-790689ed63944632a7589c227d38cac92020-11-25T03:10:25ZengMDPI AGSensors1424-82202020-05-01202688268810.3390/s20092688Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving StudySeunghoon Lee0Minjae Kim1Hayoung Jung2Dohoon Kwon3Sunwoo Choi4Heecheon You5Department of Industrial and Management Engineering, Pohang University of Science and Technology, Pohang 37673, KoreaDepartment of Industrial and Management Engineering, Pohang University of Science and Technology, Pohang 37673, KoreaDepartment of Industrial and Management Engineering, Pohang University of Science and Technology, Pohang 37673, KoreaDepartment of Industrial and Management Engineering, Pohang University of Science and Technology, Pohang 37673, KoreaBody Test Team 3, Hyundai Motor Company, Hwaseong 18280, KoreaDepartment of Industrial and Management Engineering, Pohang University of Science and Technology, Pohang 37673, KoreaPassive task-related (TR) fatigue caused by monotonous driving can negatively affect driving safety by impairing driver alertness and performance. This study aims to evaluate the effectiveness of a motion seat system on the driver’s passive TR fatigue in terms of driving performance, physiological response, and subjective fatigue by using automotive and physiological sensors those applicable to on-road driving environment. Twenty drivers (5 females and 15 males; age = 38.5 ± 12.2) with more than two years of driving experience participated in an on-road experiment with two driving conditions: driving in the static seat condition during the first half of the driving session and then in the static (static–static, SS) or motion seat (static–motion, SM) condition during the second half. The SM condition showed significantly lower passive TR fatigue by 4.4~56.5% compared to the SS condition in terms of the standard deviation of velocity, percentage of eyelid closure rate (PERCLOS), and the ratio of low- to high-frequency power (LF/HF) of electrocardiography signals. The drivers rated significantly lower subjective state changes of overall fatigue, mental fatigue, passive TR fatigue, drowsiness, and decreased concentration in the SM condition than those in the SS condition. The findings of the study support the use of a motion seat system can be an effective countermeasure to reduce passive TR fatigue.https://www.mdpi.com/1424-8220/20/9/2688passive task-related driver fatiguemonotonous drivingfatigue countermeasuremotion seat system
collection DOAJ
language English
format Article
sources DOAJ
author Seunghoon Lee
Minjae Kim
Hayoung Jung
Dohoon Kwon
Sunwoo Choi
Heecheon You
spellingShingle Seunghoon Lee
Minjae Kim
Hayoung Jung
Dohoon Kwon
Sunwoo Choi
Heecheon You
Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study
Sensors
passive task-related driver fatigue
monotonous driving
fatigue countermeasure
motion seat system
author_facet Seunghoon Lee
Minjae Kim
Hayoung Jung
Dohoon Kwon
Sunwoo Choi
Heecheon You
author_sort Seunghoon Lee
title Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study
title_short Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study
title_full Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study
title_fullStr Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study
title_full_unstemmed Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study
title_sort effects of a motion seat system on driver’s passive task-related fatigue: an on-road driving study
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-05-01
description Passive task-related (TR) fatigue caused by monotonous driving can negatively affect driving safety by impairing driver alertness and performance. This study aims to evaluate the effectiveness of a motion seat system on the driver’s passive TR fatigue in terms of driving performance, physiological response, and subjective fatigue by using automotive and physiological sensors those applicable to on-road driving environment. Twenty drivers (5 females and 15 males; age = 38.5 ± 12.2) with more than two years of driving experience participated in an on-road experiment with two driving conditions: driving in the static seat condition during the first half of the driving session and then in the static (static–static, SS) or motion seat (static–motion, SM) condition during the second half. The SM condition showed significantly lower passive TR fatigue by 4.4~56.5% compared to the SS condition in terms of the standard deviation of velocity, percentage of eyelid closure rate (PERCLOS), and the ratio of low- to high-frequency power (LF/HF) of electrocardiography signals. The drivers rated significantly lower subjective state changes of overall fatigue, mental fatigue, passive TR fatigue, drowsiness, and decreased concentration in the SM condition than those in the SS condition. The findings of the study support the use of a motion seat system can be an effective countermeasure to reduce passive TR fatigue.
topic passive task-related driver fatigue
monotonous driving
fatigue countermeasure
motion seat system
url https://www.mdpi.com/1424-8220/20/9/2688
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