Design and Build A Stress Diagnosis System Based on the Internet of Things (Iot) Using the Fuzzy Logic Method

  • Cokorda Istri Dharmayanti Faculty of Health Sciences, Universitas Bali Internasional
  • I Kadek Arya Sugianta Faculty of Business, Social Technology and Humanities, Universitas Bali Internasional
Keywords: design, IoT, stress diagnosis system

Abstract

Stress is a situation in which an individual feels highly pressured. Numerous studies in the fields of psychology and health predominantly indicate that stress has a negative impact on health. An instrument for measuring stress levels using fuzzy logic methods is a tool used to gauge the level of anxiety or pressure experienced by individuals by observing parameters such as heart rate, body temperature, and blood pressure. Arduino Uno R3 is employed as a data processor, DS18B20 as a sensor for measuring body temperature, and MPX5050DP as a sensor for measuring heart rate and blood pressure. The results of these parameter measurements are then compared with a table that determines stress levels using the fuzzy method as a decision-making guide. Body temperature measurements using the DS18B20 sensor achieves an accuracy rate of 99.48%, while measurements of systolic and diastolic blood pressure and heart rate using the MPX5050DP sensor have accuracies of approximately 91.94%, 89.59%, and 96.7%, respectively. The calculation of stress levels using the fuzzy method operates effectively, with a success rate of 100%, in accordance with manually conducted fuzzy analysis.

References

Abdullah, A. (2007). Overcoming Children's Stress: Through Parental Love. Great Blessing.

Acevedo, E.O., & Ekkekakis, P. (2006). Psychobiology of physical activity. Human Kinetics.

Erliyanto, M., & Ir, SS (2008). Design of a Heart-Beat Monitoring Device Using Graphic LCD Visualization Based on Atmel At89C51. 294–299.

Hardyanto, RH (2017). Internet of Things Concept in Web-Based Learning. Journal of Informatics Dynamics, 6. kbbi.web.id. (nd). Definition of Stress. Retrieved March 21, 2022, fromhttps://kbbi.web.id/stres

Mudhoffar, MN, Wahyunung, CS, & Nugraha, C. (2014). Design of a Stress Measuring Instrument Using Galvanic Skin Response Using a Minimum Microcontroller System. Integra Design, 02(03), 257–266.

Oktavianto, H. (2003). Implementation of Decimal Calculations Using FPGA. EEPIS Journal Online System, 8.

Pearce, E. (2000). Anatomic and Physiologic for Paramedic. Sri Yuliani translation

Handoyo. 2006. Anatomy and Physiology for Paramedics. Gramedia Pustaka Utama.

Psychlab. (nd). SKIN CONDUCTANCE. Psychlab.Com. Retrieved March 21, 2022, fromhttp://www.psychlab.com/hdware_skinConduct.html

Puspasari, I., Musayyanah, & Susanto, P. (2018). Telereport Target Heart Rate (THR) in Cardio Exercise Based on the Karvonen Method. National Seminar on Information Technology Applications (SNATi), 42–48.

Robbins, S. P. (2001). Organizational Behavior: Concepts, Controversies, Applications (8th ed.). Prenhallindo.

S. Arikunto. (2010). Research Procedures A Practical Approach. Rineka Cipta.

Saputri, DE (2010). The Relationship between Stress and Hypertension in the Population in Indonesia in 2007 (Analysis of Riskesdas Data 2007). 2007, 1–70. lib.ui.ac.id/file?file=digital/20307276...Relationship stress...pdf.

Sarafino, E. . (1994). Health Psychology Biopsychosocial Interaction. John Wiley & Sons.

Scott, E. (2021). Stress Effect. Verywellmind.Com.https://www.verywellmind.com/stress-management-4157211

Setiadi. (2013). Concepts and practices of nursing research writing (Ed.2). Science House.

Sugiyono. (2011). Quantitative, Qualitative and R&D Research Methods. Afabeta.

Sukadiyanto. (2010). Stress and how to deal with it. Educational Horizons, 29(1),

–66.

Suwarto, E. (2012). Atmega16 Based Human Stress Level Detection Tool. Semarang State Polytechnic.

Tamura, T., Maeda, Y., Sekine, M., & Yoshida, M. (2014). Wearable photoplethysmographic sensors—past and present. Electronics, 3(2), 282–302.https://doi.org/10.3390/electronics3020282

Weinberg, Robert S., Gould, D. (2003). Foundations of Sport & Exercise Psychology. Human Kinetics.

Werner, D. (1980). Where There is No Doctor. Hesperian Foundation.

WHO, WHO (2011). WHO medical device technical series. In Medical equipment maintenance program overview.

Wijaksono, Y. (2011). Design of a Portable Stress Detection ToolUsing GSR and Heart Rate Sensors. EEPIS Final Project.http://repo.eepis-its.edu/id/eprint/1328

www.oxfordlearnersdictionaries.com. (nd). Definition of stress noun. Retrieved March 21, 2022, fromhttps://www.oxfordlearnersdictionaries.com/definition/english/stress_1?q=stress

Yorel Estrada. (2016). A tool for measuring human stress levels. Semarang University Faculty of Electrical Engineering, 12–13.

Published
2024-02-28
How to Cite
Dharmayanti, C., & Sugianta, I. K. A. (2024). Design and Build A Stress Diagnosis System Based on the Internet of Things (Iot) Using the Fuzzy Logic Method. Indonesian Journal of Global Health Research, 6(1), 511-522. https://doi.org/10.37287/ijghr.v6i1.3037