Feasibility study on driver's stress detection from differential skin temperature measurement

T. Yamakoshi, K. Yamakoshi, S. Tanaka, M. Nogawa, S. B. Park, Masahiro Shibata, Y. Sawada, P. Rolfe, Y. Hirose

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Abstract

Prolonged monotonous driving may lower a driver's awareness level as well as increasing their stress level due to the compulsion to maintain safe driving, which may result in an increased risk of a traffic accident. There is therefore an opportunity for technological assessment of driver physiological status to be applied in-car, hopefully reducing the incidence of potentially dangerous situations. As part of our long-term aim to develop such a system, we describe here the investigation of differential skin temperature measurement as a possible marker of a driver's stress level. In this study, healthy male (n=18) & female (n=7) subjects were investigated under environment-controlled conditions, whilst being subjected to simulated monotonous travel at constant speed on a test-course. We acquired physiological variables, including facial skin temperature which consists of truncal and peripheral skin temperatures (Ts) using thermography, beat-by-beat blood pressure (BP), cardiac output (CO), total peripheral resistance (TPR), and normalized pulse volume (NPV) used as an indicator of local peripheral vascular tone. We then investigated the driver's reactivity in terms of skin temperatures with this background of cardiovascular haemodynamics. We found that the simulated monotonous driving produced a gradual drop in peripheral TTs following the driving stress, which, through interpretation of the TPR and NPV recordings, could be explained by peripheral sympathetic activation. On the other hand, the truncal TTs was not influenced by the stress. These findings lead us to suggest that truncal-peripheral differential TTs could be used as a possible index indicative of the driver's stress.

Original languageEnglish
Title of host publicationProceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
Pages1076-1079
Number of pages4
Publication statusPublished - 2008
Event30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - Vancouver, BC
Duration: 2008 Aug 202008 Aug 25

Other

Other30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08
CityVancouver, BC
Period08/8/2008/8/25

Fingerprint

Temperature measurement
Skin
Highway accidents
Blood pressure
Hemodynamics
Temperature
Railroad cars
Chemical activation

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Biomedical Engineering
  • Health Informatics

Cite this

Yamakoshi, T., Yamakoshi, K., Tanaka, S., Nogawa, M., Park, S. B., Shibata, M., ... Hirose, Y. (2008). Feasibility study on driver's stress detection from differential skin temperature measurement. In Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology" (pp. 1076-1079). [4649346]

Feasibility study on driver's stress detection from differential skin temperature measurement. / Yamakoshi, T.; Yamakoshi, K.; Tanaka, S.; Nogawa, M.; Park, S. B.; Shibata, Masahiro; Sawada, Y.; Rolfe, P.; Hirose, Y.

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology". 2008. p. 1076-1079 4649346.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yamakoshi, T, Yamakoshi, K, Tanaka, S, Nogawa, M, Park, SB, Shibata, M, Sawada, Y, Rolfe, P & Hirose, Y 2008, Feasibility study on driver's stress detection from differential skin temperature measurement. in Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"., 4649346, pp. 1076-1079, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08, Vancouver, BC, 08/8/20.
Yamakoshi T, Yamakoshi K, Tanaka S, Nogawa M, Park SB, Shibata M et al. Feasibility study on driver's stress detection from differential skin temperature measurement. In Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology". 2008. p. 1076-1079. 4649346
Yamakoshi, T. ; Yamakoshi, K. ; Tanaka, S. ; Nogawa, M. ; Park, S. B. ; Shibata, Masahiro ; Sawada, Y. ; Rolfe, P. ; Hirose, Y. / Feasibility study on driver's stress detection from differential skin temperature measurement. Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology". 2008. pp. 1076-1079
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