Study of Cognitive Fatigue using EEG Entropy Analysis

作者: Anwesha Sengupta

DOI: 10.1109/ICEFEET49149.2020.9186989

关键词:

摘要: Cognitive fatigue may be induced by prolonged periods of continuous and repeated activity. The subsequent drop in alertness levels detected analyzed the use physiological signals such as Electroencephalogram(EEG), ocular features, speech etc. present paper employs entropy EEG a marker cognitive validates results through performance subjects set standard neuropsychological tests. Correspondence observed trends considered indicative gradual increase with loading.

参考文章(65)
Siobhan Banks, David F. Dinges, Behavioral and physiological consequences of sleep restriction. Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine. ,vol. 3, pp. 519- 528 ,(2007) , 10.5664/JCSM.26918
Xiaoli Fan, Qianxiang Zhou, Zhongqi Liu, Fang Xie, Electroencephalogram assessment of mental fatigue in visual search. Bio-medical Materials and Engineering. ,vol. 26, ,(2015) , 10.3233/BME-151444
Supratim Gupta, Sibsambhu Kar, Shakuntala Gupta, Aurobinda Routray, Fatigue in human drivers: A study using ocular, Psychometric, physiological signals ieee students technology symposium. pp. 234- 240 ,(2010) , 10.1109/TECHSYM.2010.5469152
Constantino Tsallis, Possible generalization of Boltzmann-Gibbs statistics Journal of Statistical Physics. ,vol. 52, pp. 479- 487 ,(1988) , 10.1007/BF01016429
Rifai Chai, Yvonne Tran, Ashley Craig, Sai Ho Ling, Hung T. Nguyen, Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system international conference of the ieee engineering in medicine and biology society. ,vol. 2014, pp. 1338- 1341 ,(2014) , 10.1109/EMBC.2014.6943846
Sibsambhu Kar, Mayank Bhagat, Aurobinda Routray, EEG signal analysis for the assessment and quantification of driver’s fatigue Transportation Research Part F: Traffic Psychology and Behaviour. ,vol. 13, pp. 297- 306 ,(2010) , 10.1016/J.TRF.2010.06.006
S. Tong, A. Bezerianos, J. Paul, Y. Zhu, N. Thakor, Nonextensive entropy measure of EEG following brain injury from cardiac arrest Physica A-statistical Mechanics and Its Applications. ,vol. 305, pp. 619- 628 ,(2002) , 10.1016/S0378-4371(01)00621-5
Hyung-Chul O. Li, Junho Seo, Keetaek Kham, Seunghyun Lee, Method of Measuring Subjective 3D Visual Fatigue: A Five-Factor Model Digital Holography and Three-Dimensional Imaging (2008), paper DWA5. ,(2008) , 10.1364/DH.2008.DWA5
M. Jagannath, Venkatesh Balasubramanian, Assessment of early onset of driver fatigue using multimodal fatigue measures in a static simulator Applied Ergonomics. ,vol. 45, pp. 1140- 1147 ,(2014) , 10.1016/J.APERGO.2014.02.001