Smart Wearable Band for Stress Detection

作者: Muhammad Zubair , Changwoo Yoon , Hyunyoung Kim , Jisu Kim , Jinsul Kim

DOI: 10.1109/ICITCS.2015.7293017

关键词:

摘要: Sometimes mental stress needs to be control as it results in different dangerous suffering. Timely detection can help prevent related health problems. The aim of this paper is design an IoT base wearable, cost effective and low power smart band for care that detect based on skin conductance. This monitor user's continuously transmit the data wirelessly phone. It not only users better understanding their patterns but also provide physician with reliable a much treatment. Inputs device are various signals from sensors. By intelligently analyzing correlation between these using machine learning algorithm, predicts whether subject suffering or not.

参考文章(13)
Michelle N Lumicao, Richard E Olmstead, Patrice D Tremoulet, Chris Berka, Gene Davis, Alan Yau, Patrick L Craven, Vladimir T Zivkovic, Daniel J Levendowski, EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks. Aviation, Space, and Environmental Medicine. ,vol. 78, ,(2007)
Chaker Tlili, Nosang V. Myung, Vivek Shetty, Ashok Mulchandani, Label-free, chemiresistor immunosensor for stress biomarker cortisol in saliva. Biosensors and Bioelectronics. ,vol. 26, pp. 4382- 4386 ,(2011) , 10.1016/J.BIOS.2011.04.045
Andrew Steptoe, Invited review: The links between stress and illness Journal of Psychosomatic Research. ,vol. 35, pp. 633- 644 ,(1991) , 10.1016/0022-3999(91)90113-3
Rod K. Dishman, Yoshio Nakamura, Melissa E. Garcia, Ray W. Thompson, Andrea L. Dunn, Steven N. Blair, Heart rate variability, trait anxiety, and perceived stress among physically fit men and women International Journal of Psychophysiology. ,vol. 37, pp. 121- 133 ,(2000) , 10.1016/S0167-8760(00)00085-4
F. Mokhayeri, M-R. Akbarzadeh-T, S. Toosizadeh, Mental stress detection using physiological signals based on soft computing techniques iranian conference on biomedical engineering. pp. 232- 237 ,(2011) , 10.1109/ICBME.2011.6168563
María Viqueira Villarejo, Begoña García Zapirain, Amaia Méndez Zorrilla, A Stress Sensor Based on Galvanic Skin Response (GSR) Controlled by ZigBee Sensors. ,vol. 12, pp. 6075- 6101 ,(2012) , 10.3390/S120506075
Javier Hernandez, Rob R. Morris, Rosalind W. Picard, Call Center Stress Recognition with Person-Specific Models Affective Computing and Intelligent Interaction. pp. 125- 134 ,(2011) , 10.1007/978-3-642-24600-5_16
C. Setz, B. Arnrich, J. Schumm, R. La Marca, G. Troster, U. Ehlert, Discriminating Stress From Cognitive Load Using a Wearable EDA Device international conference of the ieee engineering in medicine and biology society. ,vol. 14, pp. 410- 417 ,(2010) , 10.1109/TITB.2009.2036164
Tanja G. M. Vrijkotte, Lorenz J. P. van Doornen, Eco J. C. de Geus, Effects of Work Stress on Ambulatory Blood Pressure, Heart Rate, and Heart Rate Variability Hypertension. ,vol. 35, pp. 880- 886 ,(2000) , 10.1161/01.HYP.35.4.880