DocumentCode :
121146
Title :
Acquisition and processing of the physiologic signal to prevent driving accidents
Author :
Malcangi, Mario
Author_Institution :
Dept. of Comput. Sci., Univ. degli Studi di Milano, Milan, Italy
fYear :
2014
fDate :
11-12 Sept. 2014
Firstpage :
212
Lastpage :
215
Abstract :
Drowsiness and fatigue are one of the most important causes of accidents on the road. Several methods have been investigated for early detection of drowsiness and fatigue to trigger the appropriate interaction between the driver and the vehicle. The physiological information, mainly the heart rate variability (HRV) demonstrate to be very effective for predicting the drowsiness and the fatigue that is oncoming to the car driver. A computational model has been developed in MATLAB to process data acquired in a non-invasive mode from the driver and to infer about the onset of the drowsiness and the fatigue. A prototype has been developed to test the model in field using the Texas Instruments highly integrated analog front-end ADS 1298 for physiological data acquisition and the DSP TMS320C5515 for real-time execution of the signal processing algorithms and of the inference logic.
Keywords :
cardiology; data acquisition; electrocardiography; medical signal processing; road accidents; road safety; vehicles; DSP TMS320C55I5; Drowsiness; computational model; driving accidents; early detection; fatigue; heart rate variability; high integrated analog front-end ADS1298; noninvasive mode; physiologic signal acquisition; physiologic signal processing algorithms; physiological data acquisition; physiological information; real-time execution; vehicle; Abstracts; Computer architecture; Education; Finite impulse response filters; Hafnium; MATLAB; Monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Education and Research Conference (EDERC), 2014 6th European Embedded Design in
Conference_Location :
Milano
Print_ISBN :
978-1-4799-6841-1
Type :
conf
DOI :
10.1109/EDERC.2014.6924390
Filename :
6924390
Link To Document :
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