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http://dx.doi.org/10.7471/ikeee.2017.21.4.381

GSR, HRV and EEG Analysis of Stress caused by Horror Image and Noise Stimulation  

Kim, Min Soo (Dept. of Aviation Information & Communication Engineering, Kyungwoon University)
Cho, Young Chang (Dept. of Aviation Information & Communication Engineering, Kyungwoon University)
Publication Information
Journal of IKEEE / v.21, no.4, 2017 , pp. 381-387 More about this Journal
Abstract
Stress at work has become a serious problem affecting many people of different professions, life situations, and age groups. Stress management should start far before the stress start causing illnesses. In this study, studies were conducted to evaluate stress by measuring the Galvanic skin Response(GRS), Electrocardiograph(ECG), and Electroencephalogram(EEG) generated during images and noise stimuli. The GRS amplitude showed that the stress situation was 27.9 % higher than the baseline. And after the stimulus period, the response time of baseline was longer than 71.6 % than the stress situation. The stress response characteristics of the HRV showed that the rate of change in RMSSD was 16.4 %, and the rate of change of the HF Power was 29.7 %. EEG showed that the frequency band was gradually changed to the ${\theta}$ wave band during stress stimulation. We will be able to utilize image stimuli and noise stimuli as an objective indicator of stress and correlation.
Keywords
Horror Image; EEG; ECG; GSR; HRV;
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1 S. Selye, History and Present Status of the Stress Concept: In Goldberger L Editor. Handbook of Stress, Fress Press, pp. 7-17, 1982.
2 C. Setz, B. Arnrich, J. Schumm, "Discriminating stress from cognitive load using a wearable EDA device," IEEE Trans. Inf. Technol. Biomed., vol. 14, no2, pp. 410-417, 2010. DOI: 10.1109/TITB.2009.2036164   DOI
3 F. Seoane et al.,"Wearable Biomedical Measurement System for Assessment of Mental Stress of Combatants in Real Time," Sensor, vol. 14, pp. 7120-7141, 2014. DOI:10.3390/s140407120   DOI
4 M. Villarejo, B. Zapirain, A. Zorrilla,"A stress sensor based on Galvanic Skin Response controlled by ZigBee," Sensor, vol. 12, no.5, pp. 6075-6101, Jan. 2012.   DOI
5 E. Labbe, et al.,"Coping with stress: the effectiveness of different types of music," Applied Psychophysiology and Biofeedback, vol. 32, no.3-4, pp.163-168, Dec. 2007. DOI:10.3390/s120506075   DOI
6 J. Healey, R. Picard,"Detecting stress during real world driving tasks using physiological sensor," IEEE Tran. on Intell. Trans. System, vol. 6, no.2, pp. 156-166, Jun. 2005. DOI: 10.1109/TITS.2005.848368   DOI
7 G. Clifford,"Signal processing methods for heart rate variability, Doctor of Philosophy, Engineering science, University of Oxford, 2002.
8 U. Rajendra Acharya, et al," HRV: a review, Medical and Biological Engineering and Computing, vol.44, pp. 1031-1051, 2006. DOI:10.1007/s11517-006-0119-0   DOI
9 A. Saidatul, M. Paulraj, S. Yaacob, N. Mohamad,"Automated system for stress evaluation on based on EEG signal: A prospective review. In proceedings of IEEE 7th International Colloquium on signal processing and Its Applications, Penang, Malaysia, pp. 167-171. 2011. DOI: 10.1109/CSPA.2011.5759866
10 R. K. Dishman, Y. Nakamura, M. E. Garcia, R.W. Thompson, A.L. Dunn, S.N. Blair," Heart rate variability, trait anziety, and perceived stress among physically fit men and women," International Journal of Psychophysiology, vol. 37, no.2, pp. 121-133, Aug, 2000. DOI:10.1016/S0167-8760(00)00085-4   DOI
11 S. Reisman,"Measurement of Physiological stress," in Bioengineering Conference, 1997. DOI: 10.1109/NEBC.1997.594939
12 H. Anand,"Effect of meditation on alpha EEG and galvanic skin response: Measurement of an altered state of consciousness," Indian Journal of Positive Psychology, Vol. 5, no. 3, pp. 255-259, Sep. 2014.
13 Y.S Kim, H.K Min,"Design and Implementation of the Driving Habit Management System Using Brainwave Sensing for Safe Driving," j.inst.Korean.electr.electron.eng, vol.18,no.3, pp.368-375, Sep. 2014. DOI : 10.7471/ikeee.2014.18.3.368
14 Y.C Cho, M.S. Kim,"Characteristics in HRV, GSR and Skin Temperature for Stress estimate," Journal of the Korea Industrial Info. Syst. Res, vol. 20, no.3, pp. 11-18, 2015. DOI : 10.9723/jksiis.2015.20.3.011   DOI
15 A. Gevins, et al.,"Monitoring working memory load during computer based tasks with EEG pattern recognition methods," Human Factors, vol. 40, no.2, pp.79-91, Mar. 1998.   DOI
16 O. Kohlish and F. Schaefer,"Physilogical changes during computer task: responses to mental load or to motor demands," Ergonomics, vol. 39, no.2, pp.213-224, 1996. DOI:10.1080/00140139608964452   DOI