Sensors, Vol. 19, Pages 4079: Wearable-Based Affect Recognition —A Review
Sensors, Vol. 19, Pages 4079: Wearable-Based Affect Recognition—A Review
Sensors doi: 10.3390/s19194079
Authors:
Philip Schmidt
Attila Reiss
Robert Dürichen
Kristof Van Laerhoven
Affect recognition is an interdisciplinary research field bringing together researchers from natural and social sciences. Affect recognition research aims to detect the affective state of a person based on observables, with the goal to, for example, provide reasoning for the person’s decision making or to support mental wellbeing (e.g., stress monitoring). Recently, beside of approaches based on audio, visual or text information, solutions relying on wearable sensors as observables, recording mainly physiological and inertial parameters, have received increasing attention. Wearable systems enable an ideal platform for long-term affect recognition applications due to their rich functionality and form factor, while providing valuable insights during everyday life through integrated sensors. However, existing literature surveys lack a comprehensive overview of state-of-the-art research in wearable-based affect recognition. Therefore, the aim of this paper is to provide a broad overview and in-depth understanding of the theoretical background, methods and best practices of wearable affect and stress recognition. Following a summary of different psychological models, we detail the influence of affective states on the human physiology and the sensors commonly employed to meas...
Source: Sensors - Category: Biotechnology Authors: Philip Schmidt Attila Reiss Robert D ürichen Kristof Van Laerhoven Tags: Review Source Type: research