Efficient Method for Stress Detection and Analysis
Journal Title: INTERNATIONAL JOURNAL OF RESEARCH IN EDUCATION METHODOLOGY - Year 2013, Vol 3, Issue 3
Abstract
ECG is an interpretation of the electrical activity of the heart over time captured and externally recorded by skin electrodes. They are important for diagnostic and research purposes of the human heart. In this paper we discuss a method of detecting stress from a human body using ECG signal sample. A web application has been developed for the same, which works in four basic steps, 1) Signal acquisition, 2) Feature extraction, 3) Classification and 4) Remedies suggestion. This application extracts features of acquired ECG signal and uses these features for categorizing a person basically into stressed mode or relaxed mode. The application is built using a decision support system formed by extensive learning of behavior of the signals of various persons. Algorithm for feature extraction, which is an ineluctable step in most approaches in diagnosing aberrant activities in the heart, is also itemized in this paper.
Authors and Affiliations
Vipul Patil, Shamla Mantri, Pankaj Agarwal, Dipti Patil, V. M. Wadhai, Rachna Mitkar
Keywords
Related Articles
- EP ID EP654654
- DOI 10.24297/ijrem.v3i3.3941
- Views 91
- Downloads 0
Monitoring Testing Language Skills: From Theory to Practice from the Perspective of Assessment Literacy
The present study was conducted in order to overcome the problems associated to the unsatisfied assessment literacy needs of the university students with the aid of textbook monitoring procedure. To this end, using the t...
POLITICS AND LEADERSHIP FATIGUE IN AFRICA. A THEORETICAL APPRAISAL.
Colonialism cannot be forgotten in Africa because of the disorientation and dissonance it enforced. This scenario paved way for unbridled expropriation of human and material resources. But, by the beginning o...
Enabling Students with 21st Century Competency Skills for Delivering Innovation
In India, students level of learning is measured through their reading, writing and arithmetic abilities. Although prerequisite, but these are not sufficient for excelling as individuals in the 21st century, for preparin...
GLOBLIZATION TO GLOCALIZATION OF MNFEs IN INDIA WITH SPECIAL REFERENCE TOFOOD ENTERPRISES IN LUCKNOW
The concept of Glocalization is derived from that of globalization and localization and signifies that companies should not only think globally but also act locally while addressing business functionalities including bra...
Correlations between Chemistry Lab Notebooks Scores and Academic Achievement Scores of Gifted Science Students and Their Perceptions on Chemistry Lab and the Lab Notebooks
The purpose of this study is to analyze chemistry laboratory notebooks completed by gifted science students and their observations on chemistry experiments and the laboratory notebooks, focusing on the correlations among...