Emotion Recognition: Photoplethysmography and Electrocardiography in Comparison.
bio-signal processing
photoplethysmography
unobtrusive sensing
Journal
Biosensors
ISSN: 2079-6374
Titre abrégé: Biosensors (Basel)
Pays: Switzerland
ID NLM: 101609191
Informations de publication
Date de publication:
30 Sep 2022
30 Sep 2022
Historique:
received:
03
08
2022
revised:
23
09
2022
accepted:
26
09
2022
entrez:
27
10
2022
pubmed:
28
10
2022
medline:
29
10
2022
Statut:
epublish
Résumé
Automatically recognizing negative emotions, such as anger or stress, and also positive ones, such as euphoria, can contribute to improving well-being. In real-life, emotion recognition is a difficult task since many of the technologies used for this purpose in both laboratory and clinic environments, such as electroencephalography (EEG) and electrocardiography (ECG), cannot realistically be used. Photoplethysmography (PPG) is a non-invasive technology that can be easily integrated into wearable sensors. This paper focuses on the comparison between PPG and ECG concerning their efficacy in detecting the psychophysical and affective states of the subjects. It has been confirmed that the levels of accuracy in the recognition of affective variables obtained by PPG technology are comparable to those achievable with the more traditional ECG technology. Moreover, the affective psychological condition of the participants (anxiety and mood levels) may influence the psychophysiological responses recorded during the experimental tests.
Identifiants
pubmed: 36290948
pii: bios12100811
doi: 10.3390/bios12100811
pmc: PMC9599834
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Governo Italiano
ID : Project ADAS+: Sviluppo di tecnologie e sistemi avanzati per la sicurezza dell'auto mediante pi-attaforme ADAS
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