DocumentCode :
2485101
Title :
Towards the smart sensors based human emotion recognition
Author :
Quazi, M.T. ; Mukhopadhyay, S.C. ; Suryadevara, N.K. ; Huang, Y.M.
Author_Institution :
Sch. of Eng. & Adv. Technol., Massey Univ., Palmerston North, New Zealand
fYear :
2012
fDate :
13-16 May 2012
Firstpage :
2365
Lastpage :
2370
Abstract :
A smart sensing system, which would help in detecting human emotions based on information from physiological parameters obtained from sensors, has been designed and developed. Sensors continuously monitor the heart rate, skin conductance and skin temperature. The amplified and filtered signals from the sensors are then processed by a microcontroller and transmitted wirelessly using ZigBee technology. The received signals from the system are displayed and stored on the computer where they are analysed visually for obvious patterns. An algorithm is being developed for automatic recognition of emotions using various clustering techniques. The partial developed system has shown good results in monitoring the physiological parameters.
Keywords :
Zigbee; biomedical transducers; computerised monitoring; emotion recognition; filtering theory; intelligent sensors; medical signal processing; microcontrollers; microsensors; pattern clustering; physiology; ZigBee technology; clustering technique; heart rate monitoring; human emotion detection; human emotion recognition; microcontroller; physiological paramete; signal amplification; signal filtering; skin conductance; smart sensing system; Biomedical monitoring; Heart rate; Humans; Skin; Temperature measurement; Temperature sensors; Smart sensors; continuous; heart rate; human emotions; non-invasive; skin conductance; skin temperature; stress;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location :
Graz
ISSN :
1091-5281
Print_ISBN :
978-1-4577-1773-4
Type :
conf
DOI :
10.1109/I2MTC.2012.6229646
Filename :
6229646
Link To Document :
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