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Driver fatigue: The importance of identifying causal factors of fatigue when considering detection and countermeasure technologies

Jennifer F. May, Carryl L. Baldwin
2009 Transportation Research Part F: Traffic Psychology and Behaviour  
Driver fatigue is an ill-defined term in the literature. It has been broadly used to refer to a wide range of driver states, each with different causal mechanisms.  ...  Emphasis is placed on examining the effectiveness of existing and emerging technologies for combating TR forms of driver fatigue.  ...  The SAVE system (Hancock & Verwey, 1997) integrates a monitoring unit, an automatic control device and a warning system. The monitoring unit detects fatigue, intoxication and unresponsive drivers.  ... 
doi:10.1016/j.trf.2008.11.005 fatcat:fjjqu3ojp5httndnts4myaizwm

A Survey on Driver Fatigue-Drowsiness Detection System

Indu R. Nair
2016 International Journal Of Engineering And Computer Science  
Realistic testing of the system demonstrates the practical benefits of multiple features and their fusion in providing a more authentic and effective driver safety monitoring.  ...  Hence, the system might be able to effectively monitor bus driver's attention level without extra requirement for cameras.  ... 
doi:10.18535/ijecs/v5i11.92 fatcat:q34cj7cr6rcq7cn6tqrdqvyz4m

Literature Review of Race Driver Fatigue Measurement in Endurance Motorsport

Nick Owen, Horace King, Matthew Lamb
2015 Procedia Engineering  
in the development of a system for race driver fatigue measurement.  ...  Driver fatigue in endurance motor racing, has been problematic for driver safety and optimal performance.  ...  Acknowledgements * The author would like to mention that the field of wearable wireless health monitoring is new and the role that this technology would play in motor racing is yet to be defined.  ... 
doi:10.1016/j.proeng.2015.07.260 fatcat:d4pfiukjpzhc7km7y5sh3e37cm

The relative importance of real-time in-cab and external feedback in managing fatigue in real-world commercial transport operations

Michael Fitzharris, Sara Liu, Amanda N. Stephens, Michael G. Lenné
2017 Traffic Injury Prevention  
Objective: Real-time driver monitoring systems represent a solution to address key behavioral risks as they occur, particularly distraction and fatigue.  ...  The real-time driver monitoring system makes continuous assessments of driver drowsiness based on eyelid position and other factors.  ...  The study reports data collected from the Seeing Machines driver monitoring system as used in operational fleet settings.  ... 
doi:10.1080/15389588.2017.1306855 pmid:28323449 fatcat:kmuo27j6onapbeqaiycwtnuisq

The System for Driver Fatigue Monitoring Using Decision Tree via Wireless Sensor Network for Intelligent Transport System

Worawut Yimyam, Mahasak Ketcham
2018 International Journal of Online Engineering (iJOE)  
Researchers propose new algorithm to monitor fatigue of driver by tracking the movements of the eyes.  ...  The system works in real time and sends message to the mobile phone to alert the driver via Line Application.  ...  Then, the system sends an alert to the Monitoring System where a monitor will change and inform a driver to reduce accidents.  ... 
doi:10.3991/ijoe.v14i10.7507 fatcat:ua5cl4c4lrftxnu2vci2dfa6da

Potential of Highly Automated Vehicles for Monitoring Fatigued Drivers and Explaining Traffic Accidents on Motorway Sections

Hyun-ho Chang, Byoung-jo Yoon
2020 Journal of Advanced Transportation  
Monitoring fatigued drivers on any road section is one of these challenges.  ...  Vehicle trajectory big data, monitored through AVs, include key information with which to monitor fatigued drivers on roads.  ...  substantially affects traffic accidents. is also implies that RF can be effectively employed as a useful variable to monitor the degree of driver fatigue and then to evaluate the fatigue-related risk  ... 
doi:10.1155/2020/3610923 fatcat:3twjkmw2arg3zpg3xk6t7k7cwm

Fatigue Alert System

Kirbana Jai Raman, Afizan Azman, Siti Zainab Ibrahim, Sumendra Yogarayan, Mohd Fikri Azli Abdullah, Siti Fatimah Abdul Razak, Anang Hudaya Muhamad Amin, Kalaiarasi Sonai Muthu
2018 Indian Journal of Science and Technology  
Face monitoring technique is used to identify state of the driver. With the existence of such alert system, it would be helpful to reduce accidents on road.  ...  Driver fatigue can also be categorized under driver behavioral as it comes from the driver itself.  ...  It is also suggested that a warning system in the form of an audible sound is much effective to alert to drivers in case of fatigue 3 . Table 2 summaries several driver fatigue research.  ... 
doi:10.17485/ijst/2018/v11i20/123348 fatcat:s34nrodh4bazrplfdummkmdwze

Fundamental Concepts of Driver Drowsiness Detection

2020 International journal of recent technology and engineering  
In this paper we will discussed about characteristics of driver, causes and symptoms of driver drowsiness and effects of fatigue driver.  ...  Drowsiness appears in situations when one feels stressed and fatigue.  ...  Effects of Fatigue Driver The fatigueness of driver has dangerous effects.  ... 
doi:10.35940/ijrte.f8575.038620 fatcat:e7yeaial6ncj7pd2kkr6j6525e

Psychomotor Performance Monitoring System in the Context of Fatigue and Accident Prevention

Marcin Butlewski, Krzysztof Hankiewicz
2015 Procedia Manufacturing  
Each user has an account on which the results are collected and form the basis for drawing conclusions about the state of fatigue.  ...  an undesirable condition.  ...  If the driver's head nods below a preset angle it emits an alarm sound, effectively zapping a nodding driver back to full concentration.  ... 
doi:10.1016/j.promfg.2015.07.603 fatcat:hn2nm4vhbjhljcmhtnnbd7ydyi

Road scene monotony detection in a fatigue management driver assistance system

L. Fletcher, L. Petersson, A. Zelinsky
2005 IEEE Proceedings. Intelligent Vehicles Symposium, 2005.  
The detector is integrated into a Fatigue Management Driver Assistance System.  ...  Automated fatigue detection devices show much promise in combating fatigue related accidents. One aspect which hampers the introduction of these technologies is context awareness.  ...  Driver Fatigue detection and intervention is an active topic in the driver assistance systems. Unlike many other crash causes fatigue has proved notoriously hard to police.  ... 
doi:10.1109/ivs.2005.1505150 fatcat:dd7zpuppf5ahxc2a6rdf6k75z4

Eye Tracking based Drowsiness Detection System, using Heart Rate Monitoring

Ashrafa S. Maner
2019 International Journal for Research in Applied Science and Engineering Technology  
This paper develops a system based on heart rate monitoring, which calculates pulse rate of driver by detecting electrocardiogram.  ...  The system alerts the driver when he/she is in the drowsiness condition and crosses a pre-specified level. Driver fatigue become one of the main causes of traffic accidents.  ...  The system performs real time processing of the input image stream to compute the level of fatigue of the driver.  ... 
doi:10.22214/ijraset.2019.2143 fatcat:dzcpsd6k4nbang3u346pw2qvi4

Driver's Fatigueness Estimation using Video Processing in Wavelet Transform Domain

Vikram Kumar, Dr. Swati Sharma, Navjot Kaur
2014 IOSR Journal of Electronics and Communication Engineering  
Further, the video movie of the driver may be decomposed into images as frames and can be analysed in wavelet domain so as to correlate the facial images to fatigueless level.  ...  Case three contributions lead to develop an adaptive driver eye/face monitoring.  ...  Different techniques are used in driver-fatigue monitoring systems. These techniques are divided into four categories.  ... 
doi:10.9790/2834-09521721 fatcat:ehpup7kgubaw7hhvmxu6i7qhsu

Driver State Monitoring Systems– Transferable Knowledge Manual Driving to HAD

Joel Gonçalves, Klaus Bengler
2015 Procedia Manufacturing  
It is very likely that Driver State Monitoring Systems (DSMS) will play a bigger role than they have played so far.  ...  However with this new driving paradigm shift is important to select highlight what is transferable from the previous systems.  ...  Driver State Monitoring Systems Driver State Monitoring Systems (DSM), in its essence, are systems that collect observable information about the human driver in order to assess driver's capability to perform  ... 
doi:10.1016/j.promfg.2015.07.845 fatcat:tccqntbp5vdl3eebwbzyfbykci

A Review of Fatigue Monitoring System

Ms.Sushadevi Shamrao Adagale
2017 International Journal Of Engineering And Computer Science  
This system is based on fatigue detection using smartphone. Drowsiness of the driver will be detected by this system when the driver is driving the vehicle.  ...  Alert will be generated when a reverie is detected by the system. To detect the reverie some parameter are consider such as yawning, eyes blinking and head shaking.  ...  We can monitor the drowsiness of the driver, fatigue of the driver and monitoring the traffic on the road by using various and different kind of the active safety system.  ... 
doi:10.18535/ijecs/v6i5.48 fatcat:2lubb7ml55fnlepaurbseorcxy

Real-time Intelligent Alert System on Driver�s Hypo-Vigilance Detection Using Template Matching Technique

Shweta A.
2015 International Journal on Recent and Innovation Trends in Computing and Communication  
This system is one of the major approaches for preventing accidents by fatigue detection and distraction detection. Since there are many systems are available for warning the drivers.  ...  is a real time intelligent alert system that can detect driver hypo-vigilance (both fatigue and distraction) by processing of eye regions.  ...  ., "Driver Fatigue Detection Based on the Distance of Eyelid," Proc. IEEE VLSI Design and Video Technology, Suzhou, China, pp. [12] Ji, Q., Zhu, Z. and Lan, P., "Real-  ... 
doi:10.17762/ijritcc2321-8169.150250 fatcat:ztv4ord3drfr5g3ut32gzgwwsy
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