Methods and approaches on inferring human emotional stress changes through physiological signals: A review
International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia.
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Universiti Malaysia Perlis (UniMAP)
2012
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my.unimap-205012012-07-19T14:32:15Z Methods and approaches on inferring human emotional stress changes through physiological signals: A review Bong, Siao Zheng Murugappan, M., Dr. Sazali, Yaacob, Prof. Dr. wendy880806@yahoo.com Emotional stress Physiological signals Electrocardiogram (ECG) Electromyogram (EMG) Skin Response (GSR) International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia. Emotional stress is kind of stressful state which is developed due to the continuous occurrence of negative emotions such as sad, disgust, angry and fear over a long period of time. Under stressful condition, Autonomic Nervous System (ANS) activities are highly affected and it shows dramatic changes in heart and muscle activities. Emotional stress is one of the reasons for several types of medical illness such as emotional disorders, anxiety disorder, etc. In this work, a detailed investigation has been carried out to identify the relation between negative emotions and stress through previous works. Different types of physiological signals such as Electroencephalogram (EEG), Electrocardiogram (ECG), Skin Conductance (SC), Blood Volume Pulse (BVP) and Heart Rate Variability (HRV) have been investigated by previous researchers on assessing emotions and stress. However, very limited numbers of research works are discussed about the emotional stress assessment using physiological signals. Most of the literatures have been considered the questionnaires and interview based approaches for estimating the human emotional stress. These methods are suffers on getting the original or internal state of the subject and giving erroneous solutions in most of the times. Identifying and reducing the level of emotional stress is one of the major factors for preventing the subjects from any kind of medical illness. As result of this review, we have proposed a new data acquisition protocol and signal processing methods for effectively assessing the level of emotional stress through physiological signals. 2012-07-19T14:32:15Z 2012-07-19T14:32:15Z 2012-02-27 Working Paper http://hdl.handle.net/123456789/20501 en Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2012) Universiti Malaysia Perlis (UniMAP) School of Mechatronic Engineering |
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| topic |
Emotional stress Physiological signals Electrocardiogram (ECG) Electromyogram (EMG) Skin Response (GSR) |
| spellingShingle |
Emotional stress Physiological signals Electrocardiogram (ECG) Electromyogram (EMG) Skin Response (GSR) Bong, Siao Zheng Murugappan, M., Dr. Sazali, Yaacob, Prof. Dr. Methods and approaches on inferring human emotional stress changes through physiological signals: A review |
| description |
International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia. |
| author2 |
wendy880806@yahoo.com |
| author_facet |
wendy880806@yahoo.com Bong, Siao Zheng Murugappan, M., Dr. Sazali, Yaacob, Prof. Dr. |
| format |
Working Paper |
| author |
Bong, Siao Zheng Murugappan, M., Dr. Sazali, Yaacob, Prof. Dr. |
| author_sort |
Bong, Siao Zheng |
| title |
Methods and approaches on inferring human emotional stress changes through physiological signals: A review |
| title_short |
Methods and approaches on inferring human emotional stress changes through physiological signals: A review |
| title_full |
Methods and approaches on inferring human emotional stress changes through physiological signals: A review |
| title_fullStr |
Methods and approaches on inferring human emotional stress changes through physiological signals: A review |
| title_full_unstemmed |
Methods and approaches on inferring human emotional stress changes through physiological signals: A review |
| title_sort |
methods and approaches on inferring human emotional stress changes through physiological signals: a review |
| publisher |
Universiti Malaysia Perlis (UniMAP) |
| publishDate |
2012 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/20501 |
| _version_ |
1643793091710156800 |