Title :
Enhancing in-vehicle safety via contact sensor for stress detection
Author :
Patil, Sanjay A. ; Hansen, John H L
Author_Institution :
Center for Robust Speech Syst. (CRSS), Univ. of Texas at Dallas, Richardson, TX, USA
Abstract :
The number of vehicles on the road as well as the human drive time is increasing significantly. Many drivers are increasing their attempts to multi-task while driving including eating, drinking, entertainment control etc. A relatively new domain has emerged over the last 5 years focused on increased technology in the vehicle based on: GPS navigation systems, traffic, weather warning systems, advanced music/entertainment systems (e.g., MP3, iPod, etc), voice/cell-phone communications, email access and more recently text messaging. Such technology has significantly increased the cognitive stress load and/or distraction levels of drivers, yet little research has focused on this challenge. For communications alone, more than 60% of the cell-phone calls originated from the vehicle in 1997. The focus of the current study is to formulate and evaluate a cognitive stress detection scheme under a cell-phone-like scenario while driving. Also, the current study proposes use of a contact sensor for stress detection. Using a contact sensor, the system accuracy can be as high as 86.52% under matched driver scenario. We propose three proto-designs to incorporate contact sensors to enable both drivers safety and enhance overall in-vehicle safety. Another advantage of using a contact sensor is its ability to also capture drivers physiology (such as heart beat and breathing patterns).
Keywords :
automotive engineering; mobile handsets; road safety; sensors; cell phone; contact sensor; in-vehicle safety enhancement; stress detection; Alarm systems; Communication system control; Communication system traffic control; Global Positioning System; Humans; Navigation; Road vehicles; Safety; Stress; Vehicle driving; cognitive load; mobile devices; non-acoustic sensor; stress detection;
Conference_Titel :
Vehicular Electronics and Safety (ICVES), 2009 IEEE International Conference on
Conference_Location :
Pune
Print_ISBN :
978-1-4244-5442-6
DOI :
10.1109/ICVES.2009.5400227