Title :
Association of mental stress with video games
Author :
Subahni, Ahmad Rauf ; Xia, Likun ; Malik, Aamir Saeed
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. Teknol. PETRONAS, Tronoh, Malaysia
Abstract :
In this paper, the sympathetic and parasympathetic responses are found out to monitor mental stress during playing car racing game. Mental stress is very important issue to address because of its severe consequences. The heart rate variability (HRV) analysis is performed to find these responses. HRV features are derived from the electrocardiogram (ECG) signals of six healthy participants and analyzed in time and frequency domain. HRV features such as mean heart rate; mean normal-to-normal (NN) interval, standard deviation of NN (SDNN) interval, root mean square of successive NN periods (RMSSD), low frequency (LF) components, high frequency (HF) components, ratio of LF/HF (LF/HF), normalized LF(LF(n.u.)) and HF (HF(n.u.)) were derived to monitor mental stress in terms of sympathetic and parasympathetic activity. HRV is helpful to use because it can detect the changes in autonomic nervous system that are well defined to predict mental stress with certainty.
Keywords :
computer games; electrocardiography; medical signal processing; psychology; time-frequency analysis; autonomic nervous system; car racing game; electrocardiogram signal; frequency domain; heart rate variability analysis; high frequency component; low frequency component; mean heart rate; mean normal-to-normal interval; mental stress association; mental stress monitoring; parasympathetic response; root mean square of successive NN periods; standard deviation of normal-to-normal interval; sympathetic response; time domain; video games; Electrocardiography; Games; Hafnium; Heart rate variability; Resonant frequency; Stress;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1968-4
DOI :
10.1109/ICIAS.2012.6306164