Title :
Intelligent data analysis algorithms on biofeedback signals for estimating emotions
Author :
Sharma, Toshi ; Kapoor, B.
Author_Institution :
Comput. Sci., Chitkara Univ., Baddi, India
Abstract :
Emotions are an unstoppable and uncontrollable aspect of human reaction to an action. It is a proved mechanism that encompasses variation in emotions due to different acts, expectations, focus to goals, appraisal and resulting reactions. When human body experiences different emotions like fear, anger, sad, happiness then there is also change in different bio-signals which are flowing in human body. These biosignals are: Galvanic skin conductance (GSR), blood volume pulse (BVP), brain waves (EEG), muscle tension, temperature, and respiration. The overall objective of this work is to design and develop a low power, portable, and cost effective embedded system through which we can measure different parameters of autonomic nervous system (GSR/ temperature/Heart rate/EEG) of a person and display it on any of the output devices by using effective algorithm for stress recognition using learning systems. This portable embedded system will be using MSP430F2013 micro controller from Texas Instruments. This system will help measure different parameters such as GSR and BVP. This paper is also discusses an experiment which identifies the stimuli triggering off the emotional state of the person as a result of variations in the bio-signals.
Keywords :
data analysis; electroencephalography; embedded systems; emotion recognition; learning systems; medical signal processing; microcontrollers; muscle; neurophysiology; pneumodynamics; skin; BVP; EEG; GSR; MSP430F2013 microcontroller; Texas Instruments; autonomic nervous system parameter measure; biofeedback signal; blood volume pulse; body temperature; brain waves; emotion estimation; encompasses variation; galvanic skin conductance; human body; human reaction; intelligent data analysis algorithm; learning system; muscle tension; portable embedded system; respiration; stimuli triggering; stress recognition; Biomedical measurement; Computers; Detectors; Electric variables measurement; Legged locomotion; Phototransistors; Blood Volume Pulse; Emotions; Galvanic Skin Response; MSP430; Microcontroller; Temperature; data analysis; embedded processor;
Conference_Titel :
Optimization, Reliabilty, and Information Technology (ICROIT), 2014 International Conference on
Conference_Location :
Faridabad
Print_ISBN :
978-1-4799-3958-9
DOI :
10.1109/ICROIT.2014.6798350