Smart environment architecture for emotion detection and regulation

Journal of Biomedical Informatics
Antonio Fernández-CaballeroAlicia Fernández-Sotos

Abstract

This paper introduces an architecture as a proof-of-concept for emotion detection and regulation in smart health environments. The aim of the proposal is to detect the patient's emotional state by analysing his/her physiological signals, facial expression and behaviour. Then, the system provides the best-tailored actions in the environment to regulate these emotions towards a positive mood when possible. The current state-of-the-art in emotion regulation through music and colour/light is implemented with the final goal of enhancing the quality of life and care of the subject. The paper describes the three main parts of the architecture, namely "Emotion Detection", "Emotion Regulation" and "Emotion Feedback Control". "Emotion Detection" works with the data captured from the patient, whereas "Emotion Regulation" offers him/her different musical pieces and colour/light settings. "Emotion Feedback Control" performs as a feedback control loop to assess the effect of emotion regulation over emotion detection. We are currently testing the overall architecture and the intervention in real environments to achieve our final goal.

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Citations

Oct 23, 2016·Journal of Biomedical Informatics·José BravoGiuseppe Riva
Oct 13, 2017·Sensors·Roberto ZangrónizAntonio Fernández-Caballero
Jan 5, 2018·International Journal of Neural Systems·Alicia Fernández-SotoAntonio Fernández-Caballero
Aug 29, 2020·Sensors·Almudena Bartolomé-TomásJosé Miguel Latorre
May 2, 2018·Journal of Healthcare Engineering·José Carlos CastilloMiguel A Salichs
May 15, 2020·Computational Intelligence and Neuroscience·Karthik Sundararajan, Anandhakumar Palanisamy
Jun 9, 2020·International Journal of Neural Systems·Roberto Sánchez-ReolidAntonio Fernández-Caballero
Oct 31, 2018·International Journal of Neural Systems·Arturo Martínez-RodrigoAntonio Fernández-Caballero
May 13, 2017·Frontiers in Neuroinformatics·Arturo Martínez-RodrigoAntonio Fernández-Caballero
Jun 20, 2019·Frontiers in Neuroinformatics·Arturo Martínez-RodrigoAntonio Fernández-Caballero
Feb 13, 2021·International Journal of Environmental Research and Public Health·Davide Elia BertaniSilvia Ferrari
Jul 25, 2021·Sensors·Aitor Toichoa EyamJose L Martinez Lastra
Sep 11, 2019··Eija HalkolaSusanna Pirttikangas

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