Review on Psychological Stress Detection Using Biosignals

被引:364
作者
Giannakakis, Giorgos [1 ]
Grigoriadis, Dimitris [2 ]
Giannakaki, Katerina [3 ]
Simantiraki, Olympia [4 ]
Roniotis, Alexandros [5 ]
Tsiknakis, Manolis [6 ,7 ]
机构
[1] Fdn Res & Technol Hellas, Inst Comp Sci, Iraklion 70013, Greece
[2] Univ Thessaly, Dept Comp Sci & Biomed Informat, Volos 35131, Greece
[3] Univ Crete, Sch Med, Iraklion 71500, Greece
[4] Univ Basque Country, Vitoria 48940, Spain
[5] Hellen Mediterranean Univ, Dept Elect & Comp Engn, Iraklion 71410, Greece
[6] Fdn Res & Technol Hellas, Iraklion, Greece
[7] Hellen Mediterranean Univ, Sch Engn, Dept Elect & Comp Engn, Iraklion 71410, Greece
关键词
Stress; biosignals; physiological measures; EEG; ECG; EDA; HRV; stress response; HEART-RATE-VARIABILITY; BLOOD-PRESSURE REACTIONS; FRONTAL BRAIN ASYMMETRY; ACUTE MENTAL STRESS; EMOTION RECOGNITION; EEG ASYMMETRY; PSYCHOPHYSIOLOGICAL STRESS; PHYSIOLOGICAL STRESS; PSYCHOSOCIAL STRESS; TEMPERATURE-CHANGES;
D O I
10.1109/TAFFC.2019.2927337
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This review investigates the effects of psychological stress on the human body measured through biosignals. When a potentially threatening stimulus is perceived, a cascade of physiological processes occurs mobilizing the body and nervous system to confront the imminent threat and ensure effective adaptation. Biosignals that can be measured reliably in relation to such stressors include physiological (EEG, ECG, EDA, EMG) and physical measures (respiratory rate, speech, skin temperature, pupil size, eye activity). A fundamental objective in this area of psychophysiological research is to establish reliable biosignal indices that reveal the underlying physiological mechanisms of the stress response. Motivated by the lack of comprehensive guidelines on the relationship between the multitude of biosignal features used in the literature and their corresponding behaviour during stress, in this paper, the impact of stress to multiple bodily responses is surveyed. Emphasis is put on the efficiency, robustness and consistency of biosignal data features across the current state of knowledge in stress detection. It is also explored multimodal biosignal analysis and modelling methods for deriving accurate stress correlates. This paper aims to provide a comprehensive review on biosignal patterns caused during stress conditions and reliable practical guidelines towards more efficient detection of stress.
引用
收藏
页码:440 / 460
页数:21
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