• 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