Epoc-Based Electroencephalography Signals Analysis of Different Stress Levels
摘要
The researches show that people experience more mental stress as a result of an increase in workload. Excitation or emotional excitation is considered a “stress” situation and indicates a certain psychological state that might be impacting a person's performance. Stress increases health issues in the human body if it’s experienced for a long time. People went through a variety of stresses during the current epidemic and lockdown, including financial loss in company, family relationships, and joblessness. The long period of stress may be the cause of mental disorders, diabetes, depression, and other kinds of diseases. In this paper, the electroencephalography (EEG) signals are recorded with different mind states like low stress and high stress. The recorded electrical waves are compared with normal state and Low/High stressed states. For this, the database is collected with EPOC X headset. It is a 14-channels headset that is placed in different positions on the scalp. The normal state and low-stress state have almost the same types of brain signals, but the high-stress state has large differences in the detected signals.