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RR interval analysis for the distinction between stress, physical activity and no activity using a portable ECG

  • Methods based exclusively on heart rate hardly allow to differentiate between physical activity, stress, relaxation, and rest, that is why an additional sensor like activity/movement sensor added for detection and classification. The response of the heart to physical activity, stress, relaxation, and no activity can be very similar. In this study, we can observe the influence of induced stress and analyze which metrics could be considered for its detection. The changes in the Root Mean Square of the Successive Differences provide us with information about physiological changes. A set of measurements collecting the RR intervals was taken. The intervals are used as a parameter to distinguish four different stages. Parameters like skin conductivity or skin temperature were not used because the main aim is to maintain a minimum number of sensors and devices and thereby to increase the wearability in the future.

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Metadaten
Author of HS ReutlingenMartínez Madrid, Natividad
DOI:https://doi.org/10.1109/EMBC44109.2020.9175458
ISBN:978-1-7281-1990-8
ISSN:2694-0604
Erschienen in:2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : 20-24 July 2020, Montreal, Canada, proceedings
Publisher:IEEE
Place of publication:Piscataway, NJ
Document Type:Conference Proceeding
Language:English
Year of Publication:2020
Tag:electrocardiography; electromyography; heart rate; skin; stress; stress measurement
Page Number:4
First Page:4522
Last Page:4525
DDC classes:610 Medizin, Gesundheit
Open Access?:Nein
Licence (German):License Logo  Lizenzbedingungen IEEE