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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/12366
Title: Statistical analysis of exponential and polynomial models of emg & gsr biofeedback for correlation between subjects’ medications movement & medication scores
Authors: Rastogi R.
Chaturvedi D.K.
Satya S.
Arora, Navneet
Gupta M.
Singhal P.
Gulati M.
Published in: International Journal of Innovative Technology and Exploring Engineering
Abstract: Stress and TTH are the problem which are treated by using biofeedback therapy from longtime. Nowadays TTH is almost common in everyone's life and if this problem occurs continuously and with more impact then it is known as "distress". Stress is a problem which is faced by almost every age group and this problem is increasing day by day. It hampers the peace, happiness in every individual’s life. So to measure the level of stress and TTH we are going to introduce EMG and GSR biofeedback. Analyzing both, we will get that which therapy is better and we will also get the best mode of therapy. These biofeedback therapies utilize scientific instrument to evaluate the stress level of the subject. Under these therapies, the three modes that are used to check the level of stress are audio mode, video mode, audio-visual mode. To get the best result the subjects are divided into two groups. One group will be introduced under EMG and the other will be handled under GSR. The change in the behaviour of subject i.e. the change in the stress level are measured at the interval of one month, three months, six months and twelve months. Mental, physical and total scores are calculated by performing this experiment and the last result that we will get after twelve months will be treated as final result. Through this study, it has been concluded that there is a high correlation between Movement of Medication of Subjects v/s Average Subject Medication Score (EMG), Movement of Medication of Subjects v/s Average Weightage Medication Score (GSR) and Movement of Medication of Subjects v/s Average Weightage Medication Score. The Whole Analysis is being done in Tableau software which is a data Analytics tool and gives data analysis in different visualizations and was designed by 3 Professors of Standford university in their research work in 1996-97 and was launched in 2003. These therapy formula may be used in future to work for different health issues and also for other dependent variables like blood pressure, heart rate, sugar level, etc. © BEIESP.
Citation: International Journal of Innovative Technology and Exploring Engineering (2019), 8(6): 625-635
URI: http://repository.iitr.ac.in/handle/123456789/12366
Issue Date: 2019
Publisher: Blue Eyes Intelligence Engineering and Sciences Publication
ISSN: 22783075
Author Scopus IDs: 57192103103
12809516500
55897679400
15130971300
57209260997
57209259806
57209249944
Author Affiliations: Rastogi, R., ABES Engineering College, Ghaziabad, UP 201009, India
Chaturvedi, D.K., Dayalbagh Educational Institute, Agra, UP 282005, India
Satya, S., Indian Institute of Technology, Delhi, 110016, India
Arora, N., Indian Institute of Technology, Delhi, 110016, India
Gupta, M., Tata Consultancy Services, Noida, India
Singhal, P., ABES Engineering College, Ghaziabad, UP 201009, India
Gulati, M., ABES Engineering College, Ghaziabad, UP 201009, India
Funding Details: D.K Chaturvedi is working in Dept. of Elect. Engg, Faculty of Engg, D.E.I., Dayalbagh, Agra since 1989. Presently he is Professor. He did his B.E. from Govt. Engineering College Ujjain, M.P. then he did his M.Tech. and Ph.D. from D.E.I. Dayalbagh. He is gold medalist and received Young Scientists Fellowship from DST, Government of India in 2001-2002 for post doctorial research at Univ. of Calgary, Canada. He is fellow of The Institution of Engineers (India), Aeronautical Society of India, IETE, SMIEEE, USA and Member of IET, U.K., ISTE, Delhi, ISCE, Roorkee, IIIE, Mumbai and SSI etc. and The IEE, U.K.;Navneet Arora is serving as Professor at Indian Institute of Technology, Roorkee. He received Best Paper Presentation award ACMME 2016, Kuala Lumpur, Malaysia, Adjudged Institute Star Performer-2004, at IIT Roorkee, best Application Paper Award for Res. Work from an Int. Advisory Board, U.S.A., 1997, University Gold Medal from University of Roorkee, for standing First in M.E., 1990. GATE Scholarship awarded by I.I.T. Kanpur, in 1988, National Merit Scholarship Awarded by MHRD, supervised many Ph.D. and M.E. Thesis and Research Publications, Sponsored Research Project and Industrial Consultancy.
Appears in Collections:Journal Publications [ME]

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