Towards ambulatory mental stress measurement from physiological parameters

J.L.P Wijsman; Ruud Vullers; Salvatore Polito; Carlos Agell; Julien Penders; Hermanus J. Hermens

doi:10.1109/ACII.2013.99

Towards ambulatory mental stress measurement from physiological parameters

J.L.P Wijsman
, Ruud Vullers
, Salvatore Polito
, Carlos Agell
, Julien Penders
, Hermanus J. Hermens

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

16 Citations (Scopus)

5 Downloads (Pure)

Abstract

Ambulatory mental stress monitoring requires longterm physiological measurements. This paper presents a data collection protocol for ambulatory recording of physiological parameters for stress measurement purposes. We present a wearable sensor system for ambulatory recording of ECG, EMG, respiration and skin conductance. The system also records various context parameters: acceleration, temperature and relative humidity. We show that the sensor system is capable of long-term, noninvasive, nonobtrusive, wireless physiological monitoring. We also show some preliminary results of a stress estimation method. These results reveal already a number of context-related issues we will have to take into account in future work. The presented sensor system enables physiological and context data collection and further development of personalized real-time stress detection algorithms.

Original language	English
Title of host publication	2013 Humaine Association Conference on Affective Computing and Intelligent Interaction
Place of Publication	USA
Publisher	IEEE
Pages	564-569
Number of pages	6
ISBN (Print)	978-0-7695-5048-0
DOIs	https://doi.org/10.1109/ACII.2013.99
Publication status	Published - Sept 2013
Event	5th Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013 - Geneva, Switzerland Duration: 2 Sept 2013 → 5 Sept 2013 Conference number: 5

Publication series

Name
Publisher	IEEE Computer Society

Conference

Conference	5th Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013
Abbreviated title	ACII
Country/Territory	Switzerland
City	Geneva
Period	2/09/13 → 5/09/13

Keywords

EWI-23667
IR-88647
METIS-302536

Access to Document

10.1109/ACII.2013.99

http://eprints.eemcs.utwente.nl/secure2/23667/01/2-Towards_ambulatory_mental_stress_measurement.pdf

Cite this

@inproceedings{e9b0cdb8e6c94a39aabf6db57f2ddca3,

title = "Towards ambulatory mental stress measurement from physiological parameters",

abstract = "Ambulatory mental stress monitoring requires longterm physiological measurements. This paper presents a data collection protocol for ambulatory recording of physiological parameters for stress measurement purposes. We present a wearable sensor system for ambulatory recording of ECG, EMG, respiration and skin conductance. The system also records various context parameters: acceleration, temperature and relative humidity. We show that the sensor system is capable of long-term, noninvasive, nonobtrusive, wireless physiological monitoring. We also show some preliminary results of a stress estimation method. These results reveal already a number of context-related issues we will have to take into account in future work. The presented sensor system enables physiological and context data collection and further development of personalized real-time stress detection algorithms.",

keywords = "EWI-23667, IR-88647, METIS-302536",

author = "J.L.P Wijsman and Ruud Vullers and Salvatore Polito and Carlos Agell and Julien Penders and Hermens, \{Hermanus J.\}",

year = "2013",

month = sep,

doi = "10.1109/ACII.2013.99",

language = "English",

isbn = "978-0-7695-5048-0",

publisher = "IEEE",

pages = "564--569",

booktitle = "2013 Humaine Association Conference on Affective Computing and Intelligent Interaction",

address = "United States",

note = "5th Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, ACII ; Conference date: 02-09-2013 Through 05-09-2013",

}

Wijsman, JLP, Vullers, R, Polito, S, Agell, C, Penders, J & Hermens, HJ 2013, Towards ambulatory mental stress measurement from physiological parameters. in 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction. IEEE, USA, pp. 564-569, 5th Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, Geneva, Switzerland, 2/09/13. https://doi.org/10.1109/ACII.2013.99

TY - GEN

T1 - Towards ambulatory mental stress measurement from physiological parameters

AU - Wijsman, J.L.P

AU - Vullers, Ruud

AU - Polito, Salvatore

AU - Agell, Carlos

AU - Penders, Julien

AU - Hermens, Hermanus J.

N1 - Conference code: 5

PY - 2013/9

Y1 - 2013/9

N2 - Ambulatory mental stress monitoring requires longterm physiological measurements. This paper presents a data collection protocol for ambulatory recording of physiological parameters for stress measurement purposes. We present a wearable sensor system for ambulatory recording of ECG, EMG, respiration and skin conductance. The system also records various context parameters: acceleration, temperature and relative humidity. We show that the sensor system is capable of long-term, noninvasive, nonobtrusive, wireless physiological monitoring. We also show some preliminary results of a stress estimation method. These results reveal already a number of context-related issues we will have to take into account in future work. The presented sensor system enables physiological and context data collection and further development of personalized real-time stress detection algorithms.

AB - Ambulatory mental stress monitoring requires longterm physiological measurements. This paper presents a data collection protocol for ambulatory recording of physiological parameters for stress measurement purposes. We present a wearable sensor system for ambulatory recording of ECG, EMG, respiration and skin conductance. The system also records various context parameters: acceleration, temperature and relative humidity. We show that the sensor system is capable of long-term, noninvasive, nonobtrusive, wireless physiological monitoring. We also show some preliminary results of a stress estimation method. These results reveal already a number of context-related issues we will have to take into account in future work. The presented sensor system enables physiological and context data collection and further development of personalized real-time stress detection algorithms.

KW - EWI-23667

KW - IR-88647

KW - METIS-302536

U2 - 10.1109/ACII.2013.99

DO - 10.1109/ACII.2013.99

M3 - Conference contribution

SN - 978-0-7695-5048-0

SP - 564

EP - 569

BT - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction

PB - IEEE

CY - USA

T2 - 5th Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013

Y2 - 2 September 2013 through 5 September 2013

ER -

Towards ambulatory mental stress measurement from physiological parameters

Abstract

Publication series

Conference

Keywords

Access to Document

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Cite this