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Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration

BACKGROUND: In this study, an electronic system based on driver's neck position and blinking duration is designed to help prevent car crashed due to driver drowsiness. When a driver falls in sleep his/her head is felled down. Hence, driver's neck posture can be a good sign of sleep which i...

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Autores principales: Teyfouri, Niloufar, Shirvani, Hossein, Shamsoddini, Alireza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8382034/
https://www.ncbi.nlm.nih.gov/pubmed/34466401
http://dx.doi.org/10.4103/jmss.JMSS_31_20
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author Teyfouri, Niloufar
Shirvani, Hossein
Shamsoddini, Alireza
author_facet Teyfouri, Niloufar
Shirvani, Hossein
Shamsoddini, Alireza
author_sort Teyfouri, Niloufar
collection PubMed
description BACKGROUND: In this study, an electronic system based on driver's neck position and blinking duration is designed to help prevent car crashed due to driver drowsiness. When a driver falls in sleep his/her head is felled down. Hence, driver's neck posture can be a good sign of sleep which is measured utilizing a two?dimensional accelerator. However, this sign is not enough because he/she may need to look down during a drive and alarming driver by every moving down of head can be annoying. METHODS: Thus, in this system, we used blinking duration too. When a person is awake, blinks more frequently than when he is drowsy. RESULT: As a result, in this system, blinking is detected using an infrared transceiver and if both conditions, i.e., neck posture and blinking duration are showing signs of sleep mode, driver will be alarmed. CONCLUSION: In this study, it is designed 2D accelerometer and IR sensor based system to measure the driver's neck angle and detect driver's blinking to realize the drowsiness of vehicle drivers and alert them using these signs of drowsiness.
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spelling pubmed-83820342021-08-30 Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration Teyfouri, Niloufar Shirvani, Hossein Shamsoddini, Alireza J Med Signals Sens Methodological Article BACKGROUND: In this study, an electronic system based on driver's neck position and blinking duration is designed to help prevent car crashed due to driver drowsiness. When a driver falls in sleep his/her head is felled down. Hence, driver's neck posture can be a good sign of sleep which is measured utilizing a two?dimensional accelerator. However, this sign is not enough because he/she may need to look down during a drive and alarming driver by every moving down of head can be annoying. METHODS: Thus, in this system, we used blinking duration too. When a person is awake, blinks more frequently than when he is drowsy. RESULT: As a result, in this system, blinking is detected using an infrared transceiver and if both conditions, i.e., neck posture and blinking duration are showing signs of sleep mode, driver will be alarmed. CONCLUSION: In this study, it is designed 2D accelerometer and IR sensor based system to measure the driver's neck angle and detect driver's blinking to realize the drowsiness of vehicle drivers and alert them using these signs of drowsiness. Wolters Kluwer - Medknow 2021-07-21 /pmc/articles/PMC8382034/ /pubmed/34466401 http://dx.doi.org/10.4103/jmss.JMSS_31_20 Text en Copyright: © 2021 Journal of Medical Signals & Sensors https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Methodological Article
Teyfouri, Niloufar
Shirvani, Hossein
Shamsoddini, Alireza
Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration
title Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration
title_full Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration
title_fullStr Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration
title_full_unstemmed Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration
title_short Designing a Glass Mounted Warning System to Prevent Drivers to Fall in Sleep Based on Neck Posture and Blinking Duration
title_sort designing a glass mounted warning system to prevent drivers to fall in sleep based on neck posture and blinking duration
topic Methodological Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8382034/
https://www.ncbi.nlm.nih.gov/pubmed/34466401
http://dx.doi.org/10.4103/jmss.JMSS_31_20
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