DocumentCode :
3057328
Title :
Design and implementation of a human stress detection system: A biomechanics approach
Author :
Sharawi, Mohammad S. ; Shibli, Murad ; Sharawi, Mohammad I.
Author_Institution :
Comput. Eng. Dept., Philadelphia Univ., Amman
fYear :
2008
fDate :
27-29 May 2008
Firstpage :
1
Lastpage :
5
Abstract :
This paper presents the design and mechatronics implementation of a human stress detection system (HSDS) using a biomechanics approach. A simple, compact and easy to use system is developed and built on a 2-layer PCB. It consists of two transducers, an LCD display and a micro-controller chip along with their respective interfacing circuits. After characterizing the two transducers, an algorithm was developed based on the measurements to classify the human stress condition. A simple classification rule that was adopted revealed that the system can detect 78% of the stressed examinees. The overall system success rate in identifying one of three states (relaxed, half stressed and stressed) was 60%. One major application for HSDS could be in the automotive industry were the driver condition is constantly monitored, and if a stress state is detected, the driver can be notified to stop the car and relax.
Keywords :
biomechanics; emotion recognition; liquid crystal displays; mechatronics; medical computing; microcontrollers; printed circuit design; LCD display; PCB; biomechanics; classification rule; human stress detection system; interfacing circuit; mechatronics; microcontroller chip; transducer; Automotive engineering; Biomechanics; Circuits; Condition monitoring; Humans; Liquid crystal displays; Mechatronics; Semiconductor device measurement; Stress measurement; Transducers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Its Applications, 2008. ISMA 2008. 5th International Symposium on
Conference_Location :
Amman
Print_ISBN :
978-1-4244-2033-9
Electronic_ISBN :
978-1-4244-2034-6
Type :
conf
DOI :
10.1109/ISMA.2008.4648856
Filename :
4648856
Link To Document :
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