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

سال انتشار: 1400
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 68

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شناسه ملی سند علمی:

JR_JMSI-11-3_007

تاریخ نمایه سازی: 28 تیر 1402

چکیده مقاله:

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 ۲D 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.

نویسندگان

Niloufar Teyfouri

Medical Image and Signal Processing Research Center, Department of Bioelectrics and Biomedical Engineering, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences, Isfahan

Hossein Shirvani

Exercise Physiology Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran

Alireza Shamsoddini

Exercise Physiology Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran