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Santos Sierra, Alberto de and Sánchez Ávila, Carmen and Bailador del Pozo, Gonzalo and Guerra Casanova, Javier (2011). Secure access control by means of human stress detection. In: "2011 IEEE International Carnahan Conference on Security Technology (ICCST)", 18/10/2011 - 21/10/2011, Barcelona, España. ISBN 978-1-4577-0902-9.
Title: | Secure access control by means of human stress detection |
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Author/s: |
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Item Type: | Presentation at Congress or Conference (Poster) |
Event Title: | 2011 IEEE International Carnahan Conference on Security Technology (ICCST) |
Event Dates: | 18/10/2011 - 21/10/2011 |
Event Location: | Barcelona, España |
Title of Book: | Proceedings of 2011 IEEE International Carnahan Conference on Security Technology (ICCST) |
Date: | 2011 |
ISBN: | 978-1-4577-0902-9 |
Subjects: | |
Faculty: | Centro de Domótica Integral (CeDInt) (UPM) |
Department: | Otro |
Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
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This paper proposes a stress detection system based on fuzzy logic and the physiological signals heart rate and galvanic skin response. The main contribution of this method relies on the creation of a stress template, collecting the behaviour of previous signals under situations with a different level of stress in each individual. The creation of this template provides an accuracy of 99.5% in stress detection, improving the results obtained by current pattern recognition techniques like GMM, k-NN, SVM or Fisher Linear Discriminant. In addition, this system can be embedded in security systems to detect critical situations in accesses as cross-border control. Furthermore, its applications can be extended to other fields as vehicle driver state-of-mind management, medicine or sport training.
Item ID: | 13518 |
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DC Identifier: | https://oa.upm.es/13518/ |
OAI Identifier: | oai:oa.upm.es:13518 |
Official URL: | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6095936 |
Deposited by: | Memoria Investigacion |
Deposited on: | 17 Oct 2012 10:40 |
Last Modified: | 21 Apr 2016 12:50 |