학술논문

Assessment of Mental Fatigue During Examination Period with P300 Oddball Paradigm
Document Type
Conference
Source
2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2019 42nd International Convention on. :1479-1484 May, 2019
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Photonics and Electrooptics
Power, Energy and Industry Applications
Signal Processing and Analysis
Fatigue
Electroencephalography
Task analysis
Sleep
Atmospheric measurements
Particle measurements
Information processing
mental fatigue
P300
examination period
EEG
event related potentials
Language
ISSN
2623-8764
Abstract
Mental fatigue refers to the effects that people experience during and following prolonged periods of cognitive activity that requires work efficiency. Undergraduate students are faced with increased cognitive demands during the examination period that can lead to a higher level of perceived mental fatigue. The P300 component of the event-related potentials is considered an indicator of cognitive information processing, attention allocation and immediate memory. Variation in the P300 component has been linked to a fluctuation in natural and environmentally induced states. In order to evaluate the effects of sleepiness and the mental fatigue we used visual discrimination task to evoke the P300 potential. Reaction time (RT) to deviant stimuli and number of errors were also recorded. Several features of P300 evoked related potential, such as maximum and minimum amplitude, and latency were extracted to evaluate subject’s performance in two sessions: during rested period and tired period. Subjects were placed into two sessions based on the battery of tests aimed to assess their arousal state. Rested state was recorded when subjects did not have any increased mental assignments. Tired state was recorded during their increased mental work overload during exam period. Results show a significantly smaller mean amplitude (p