Title :
Evaluation of human stress using EEG Power Spectrum
Author :
Hamid, N. H. Abdul ; Sulaiman, Norizam ; Aris, Siti Armiza Mohd ; Murat, Zunairah Hj ; Taib, Mohd Nasir
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
This paper presents an evaluation conducted between human stress questionnaires with EEG Power Spectrum of Beta and Alpha band. Cohen´s Perceived Stress Scale (PSS) was used as stress questionnaires to evaluate human stress. The EEG recording of 13 volunteers were carried out immediately after them answering the stress questionnaires. The scores from the stress questionnaires were calculated and used to figure out its relationship with the ratio of EEG Beta and Alpha band power. The results of the study showed the PSS was negatively correlated with the ratio of EEG Power Spectrum. Besides, the study suggested that it was feasible to use PSS and the ratio of EEG Power Spectrum to determine human stress.
Keywords :
correlation methods; electroencephalography; Cohen´s perceived stress scale; EEG power spectrum; human stress; stress questionnaires; Biomedical engineering; Brain; Electric variables measurement; Electrodes; Electroencephalography; Frequency; Human factors; Medical diagnostic imaging; Occupational stress; Power engineering and energy; EEG Power Spectrum; Human stress; PSS; stress questionnaires;
Conference_Titel :
Signal Processing and Its Applications (CSPA), 2010 6th International Colloquium on
Conference_Location :
Mallaca City
Print_ISBN :
978-1-4244-7121-8
DOI :
10.1109/CSPA.2010.5545282