DocumentCode
1795863
Title
Intelligent emotions stabilization system using standardized images, breath sensor and biofeedback - new concept
Author
Sokolov, Oleksandr ; Dobosz, Kszysztof ; Dreszer, Joanna ; Balaj, Bibianna ; Duch, Wlodzislaw ; Grzelak, Slawomir ; Komendzinski, Tomasz ; Mikolajewski, Dariusz ; Piotrowski, Tomasz ; Swierkocka, Malgorzata ; Weber, Piotr
Author_Institution
Dept. of Inf., Nicolaus Copernicus Univ., Torun, Poland
fYear
2014
fDate
9-12 Dec. 2014
Firstpage
48
Lastpage
55
Abstract
This paper addresses the problem of designing closed-loop control of emotion based on affective measures and computing. The work is focused on design rule base control system that serves for positive emotion state stabilization. The proposed approach is based on analyzing of breathing signal. The measured signal is analyzed according to features important for emotional changes. Knowing emotional state of person and desired level of affect should allow to modify it through knowledge base engine. Closed-loop control system is a fuzzy rule base that is designed on fuzzy model of breathing time series and data base of affective images. Proposed system may constitute basis for the whole family of new tools. All results are illustrated with examples.
Keywords
closed loop systems; control system synthesis; feedback; fuzzy control; intelligent control; psychology; stability; time series; biofeedback; breath sensor; breathing signal analysis; breathing time series; closed-loop control system design; design rule base control system; emotion control; fuzzy rule base; intelligent emotion stabilization system; knowledge base engine; positive emotion state stabilization; standardized images; Atmospheric modeling; Correlation; Delay effects; Lungs; Mathematical model; Time series analysis; Vectors; biofeedback; breath; emotion; fuzzy rule base; intelligent control;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence in Healthcare and e-health (CICARE), 2014 IEEE Symposium on
Conference_Location
Orlando, FL
Type
conf
DOI
10.1109/CICARE.2014.7007833
Filename
7007833
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