Keep Calm and Ride Along: Passenger Comfort and Anxiety as Physiological Responses to Autonomous Driving Styles

要旨

Autonomous vehicles have been rapidly progressing towards full autonomy using fixed driving styles, which may differ from individual passenger preferences. Violating these preferences may lead to passenger discomfort or anxiety. We studied passenger responses to different driving style parameters in a physical autonomous vehicle. We collected galvanic skin response, heart rate, and eye-movement patterns from 20 participants, along with self-reported comfort and anxiety scores. Our results show that the presence and proximity of a lead vehicle not only raised the level of all measured physiological responses, but also exaggerated the existing effect of the longitudinal acceleration and jerk parameters. Skin response was also found to be a significant predictor of passenger comfort and anxiety. By using multiple independent events to isolate different driving style parameters, we demonstrate a method to control and analyze such parameters in future studies.

キーワード
autonomous vehicles
passengers
driving style
physiological sensing
comfort
affective computing
empirical study
著者
Nicole Dillen
University of Waterloo, Waterloo, ON, Canada
Marko Ilievski
University of Waterloo, Waterloo, ON, Canada
Edith Law
University of Waterloo, Waterloo, ON, Canada
Lennart E. Nacke
University of Waterloo, Waterloo, ON, Canada
Krzysztof Czarnecki
University of Waterloo, Waterloo, ON, Canada
Oliver Schneider
University of Waterloo, Waterloo, ON, Canada
DOI

10.1145/3313831.3376247

論文URL

https://doi.org/10.1145/3313831.3376247

動画

会議: CHI 2020

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2020.acm.org/)

セッション: Well-being & social togetherness

Paper session
313A O'AHU
5 件の発表
2020-04-30 18:00:00
2020-04-30 19:15:00
日本語まとめ
読み込み中…