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مجله علوم اعصاب شفای خاتم، جلد ۲، شماره ۴، صفحات ۷۵-۷۵
عنوان فارسی P۲۵: Driver Cognitive Fatigue Detection Based on Changes in EEG Frequency Bands in Non-Professional Drivers during a Simulated Driving Task
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عنوان انگلیسی P25: Driver Cognitive Fatigue Detection Based on Changes in EEG Frequency Bands in Non-Professional Drivers during a Simulated Driving Task
چکیده انگلیسی مقاله Driver fatigue may impose the risk of crashes and is a leading cause of death in transportation industry. This study aimed to detect driver cognitive fatigue based on changes in EEG frequency bands in non-professional drivers during a simulated driving task. In a descriptive-analytical study, 12 healthy male car drivers took part in a two hour driving session on a simulated monotonous road, while EEG signals were recoded. The four EEG frequency bands, including delta, theta, alpha and beta were extracted and calculated using Fast Fourier Transform technique. The findings suggest significant differences in delta, theta, alpha and beta activities at the prefrontal, parietal sites, and also in the average activity during the driving sections. There were significant differences at the central site for delta, theta and alpha activities. At the temporal site, significant differences were found for delta and beta activities. No significant differences were observed for the four frequency bands at the occipital site. To prevent the risk of cognitive fatigue in transportation industry, it is necessary to estimate the changes in EEG activities during driving. The findings proposed the drop in beta activity as a potential fatigue indicator, but for developing a fatigue countermeasure device, some implications still exist that need further investigation.
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نویسندگان مقاله فرامرز قره گوزلو | faramarz gharagozlou
department of occupational health, school of public health, kermanshah university of medical sciences, kermanshah, iran.

سازمان اصلی تایید شده: دانشگاه علوم پزشکی کرمانشاه (Kermanshah university of medical sciences)

عادل مظلومی | adel mazloumi
department of occupational health, school of public health, tehran university of medical sciences, tehran, iran.

سازمان اصلی تایید شده: دانشگاه علوم پزشکی تهران (Tehran university of medical sciences)

جبراییل نسل سراجی | jabraeil nasl saraji
department of occupational health, school of public health, tehran university of medical sciences, tehran, iran.

سازمان اصلی تایید شده: دانشگاه علوم پزشکی تهران (Tehran university of medical sciences)

علی نحوی | ali nahvi
department of mechanical engineering, k. n. toosi university of technology, tehran, iran.

سازمان اصلی تایید شده: دانشگاه صنعتی خواجه نصیرالدین طوسی (Khajeh nasir toosi university of technology)

علی مطیع نصرآبادی | ali motie nasrabadi
department of biomedical engineering, shahed university, tehran, iran.

سازمان اصلی تایید شده: دانشگاه شاهد (Shahed university)

نشانی اینترنتی http://shefayekhatam.ir/browse.php?a_code=A-10-24-421&slc_lang=fa&sid=fa
فایل مقاله اشکال در دسترسی به فایل - ./files/site1/rds_journals/337/article-337-332272.pdf
کد مقاله (doi)
زبان مقاله منتشر شده fa
موضوعات مقاله منتشر شده علوم اعصاب شناختی
نوع مقاله منتشر شده پژوهشی
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