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Title: :  Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors
PaperId: :  13899
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 2 2021
DUI:    16.0415/IJARIIE-13899
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
M.Monika Sengunthar College of Engineering, Tiruchengode
M.S.Muhammadhu Sathik RajaSengunthar College of Engineering, Tiruchengode
M.Tamilmathi Sengunthar College of Engineering, Tiruchengode

Abstract

Medical Electronics Engineering
Mental stress, electrocardiogram, galvanic skin response, physical activity, heart rate variability, support vector machine, stress classifier.
Monitoring stress levels has turn out to be a critical part of healthcare structures for physical and mental illnesses. Continuous stress tracking might help users better understand their stress patterns and offer physicians with greater dependable information for interventions. However, current stress tracking structures have did not acquire private information in an ordinary context. The contemporary country of sensor era permits us to broaden structures measuring the physiological signals, which replicate stress with the aid of using wearable devices. Therefore, we advise a stress tracking device that offers a goal each day healthcare primarily based totally on private physiological signals: electrocardiogram (ECG), photo plethysmogram (PPG), and galvanic skin response (GSR). We use the wearable devices, Shimmer3 ECG, Shimmer3 GSR and Empatica E4 Wristband, to monitor stress ubiquitously. We carry out managed stress experiments on sixteen members and the device effectively detects stress with 92.55% accuracy for 10-fold cross-validation and 83.61% accuracy for subject-wise cross-validation. In everyday settings, the device assesses stress with 82.12% accuracy. We also examine whether movement artifacts have an affect on stress assessment.

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IJARIIE M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi . "Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 2 2021 Page 583-590
MLA M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi . "Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors." International Journal Of Advance Research And Innovative Ideas In Education 7.2(2021) : 583-590.
APA M.Monika , M.S.Muhammadhu Sathik Raja, & M.Tamilmathi . (2021). Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors. International Journal Of Advance Research And Innovative Ideas In Education, 7(2), 583-590.
Chicago M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi . "Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 2 (2021) : 583-590.
Oxford M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi . 'Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, 2021, p. 583-590. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Development_and_Evaluation_of_an_Ambulatory_Stress_Monitor_Based_on_Wearable_Sensors_ijariie13899.pdf (Accessed : ).
Harvard M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi . (2021) 'Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors', International Journal Of Advance Research And Innovative Ideas In Education, 7(2), pp. 583-590IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Development_and_Evaluation_of_an_Ambulatory_Stress_Monitor_Based_on_Wearable_Sensors_ijariie13899.pdf (Accessed : )
IEEE M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi , "Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, pp. 583-590, Mar-App 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Development_and_Evaluation_of_an_Ambulatory_Stress_Monitor_Based_on_Wearable_Sensors_ijariie13899.pdf [Accessed : ].
Turabian M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi . "Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 2 ().
Vancouver M.Monika , M.S.Muhammadhu Sathik Raja, and M.Tamilmathi . Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(2) : 583-590. Available from: https://ijariie.com/AdminUploadPdf/Development_and_Evaluation_of_an_Ambulatory_Stress_Monitor_Based_on_Wearable_Sensors_ijariie13899.pdf
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