A Sustainable IOT Approach to Child Presence Detection in Vehicles Using PIR Sensors and GPRS Communication

Authors

Muhamad Danial Hakimi Shahrul

Centre for Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, 43800 Dengkil, Selangor, Malaysia (Malaysia)

Ummu Natasha Qaysara Mohamad Sharil

Centre for Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, 43800 Dengkil, Selangor, Malaysia (Malaysia)

Sharifah Ayuni Fatin Al-Idrus Syed Yussof Aman Shah Al Idrus

Centre for Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, 43800 Dengkil, Selangor, Malaysia (Malaysia)

Nik Nur Amalia Nik Arman

Centre for Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, 43800 Dengkil, Selangor, Malaysia (Malaysia)

Bazrina Ramly

Centre for Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, 43800 Dengkil, Selangor, Malaysia (Malaysia)

Nur Zulaikha Mat Kamil

Faculty of Engineering and Built Environment, University Kebangsaan Malaysia, 43600 Bangi, Selangor (Malaysia)

Article Information

DOI: 10.51584/IJRIAS.2026.11030090

Subject Category: Communication

Volume/Issue: 11/3 | Page No: 1144-1151

Publication Timeline

Submitted: 2026-03-27

Accepted: 2026-04-01

Published: 2026-04-14

Abstract

Leaving children unattended in a parked vehicle had already become a major concern, especially related to death caused by heatstroke or “Forgotten Baby Syndrome”, including the risk of car theft. Motion Guard is a product designed to increase the efficiency of vehicle safety systems and provide a sense of security to vehicle owners, specifically parents and guardians. Even with a variety of inventions and technologies, there's a need for an effective, low-cost, real-time alert system capable of detecting the presence of children in parked vehicles. This research focuses on fulfilling these needs by presenting a sustainable Internet of Things (IoT) based child presence detection system to monitor and send fast alerts in order to increase car safety. Motion Guard has merged an ESP32 microcontroller with a Passive Infrared (PIR) and GPRS communication module to provide real-time alert notifications while the engines turn off. When motion is detected, the system will automatically send a Telegram notification within 10 seconds. The Telegram application was selected for its low storage requirements and user-friendliness. Moreover, this innovation implemented solar power technology to avoid frequent battery replacements, which would otherwise compromise the product's effectiveness. This study used an online questionnaire via Google Forms, distributed to vehicle owners, to collect data on experiences, awareness, and community needs regarding this new system. Results showed that 67.50% of survey participants rated the invention as a “Very Effective” system, indicating that the system was strongly recognised by users. The outcome has shown that Motion Guard provides a dependable and effective solution to decrease the risk of child death issues in relation to leaving children unattended in parked vehicles and vehicle-related crime, consequently promoting a safer society.

Keywords

Child Presence Detection, ESP32, Forgotten Baby Syndrome, Internet Of Things (IoT), Real-Time Alert System, Vehicle Safety System

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References

1. Abubakar, M., Siddiqui, M. S., Owaisoddin, M., & Gangrade, S. (2023). Implementation of child safety alert system in automobiles. Ciência e Engenharia – Science and Engineering Journal, 11(1), Article 316. https://doi.org/10.52783/cienceng.v11i1.316 [Google Scholar] [Crossref]

2. Anselmi, N., Montaldo, S., Pomilla, A., & Maraone, A. (2020). Children forgotten in cars: Dimensions of the phenomenon and new research perspectives. Rivista di Psichiatria, 55(2), 112–118. https://doi.org/10.1708/3333.33026 [Google Scholar] [Crossref]

3. Astro Awani. (2023, October 5). Bayi lapan bulan maut tertinggal 10 jam dalam kereta [Eight-month-old baby dies after being left in car for 10 hours]. https://www.astroawani.com/berita-malaysia/bayi-lapan-bulan-maut-tertinggal-10-jam-dalam-kereta-440510 [Google Scholar] [Crossref]

4. Dzulkifli, M. T., & Yahya, R. (2021). IoT-based child-in-car safety reminder. Evolution in Electrical and Electronic Engineering, 2(2), 363–368. https://publisher.uthm.edu.my/periodicals/index.php/eeee/article/view/3930 [Google Scholar] [Crossref]

5. Fitriyan, Rahmawati, & Hamid, M., & Rajab, A. (2024). Use of IoT technology in home security monitoring systems: A review. Andalas Journal of Electrical and Electronic Engineering Technology, 4(1), 32–38. https://doi.org/10.25077/ajeeet.v4i1.111 [Google Scholar] [Crossref]

6. Kaltwang, M. E., Biganzoli, A., Barideaux, K., & Gray, J. M. (2024). Vehicular heatstroke: How do extralegal factors influence perceptions of blame, responsibility, forgiveness and punishment? Psychology, Crime & Law, 30(1), 44–67. https://doi.org/10.1080/1068316X.2022.2069767 [Google Scholar] [Crossref]

7. Kamarudin, H. L. (2025, October 21). Tertinggal dalam kereta, budak 4 tahun maut akibat strok haba [Left in car, 4-year-old dies from heat stroke]. Sinar Harian. https://www.sinarharian.com.my/article/753413/berita/semasa/tertinggal-dalam-kereta-budak-4-tahun-maut-akibat-strok-haba [Google Scholar] [Crossref]

8. Kumar, A., Singh, R., & Verma, P. (2020). Human presence detection using PIR sensors in smart environments. Sensors, 20(20), 5873. https://doi.org/10.3390/s20205873 [Google Scholar] [Crossref]

9. Mansor, M. N., Jamlos, M. A., Mustafa, W. A., Rahmat, M. A., Saidi, S. A., Talib, N. A. A., & Hasan, M. Z. (2023). Application system development of accident prevention and safety assistance using IoT application. Journal of Advanced Research in Applied Sciences and Engineering Technology, 31(3), 265–281. https://doi.org/10.37934/araset.31.3.265281 [Google Scholar] [Crossref]

10. Mat Juna, M. R., Tuan Mustafa, T. I. S., & Shaari, S. (2024). Baby forgot in car alarm system (ByFAR). International Journal of Technical Vocational and Engineering Technology, 5(1), 253–261. https://journal.pktm.com.my/index.php/ijtvet/article/view/140 [Google Scholar] [Crossref]

11. Mohd Ali, M. H., & Abidin, Z. Z. (2025). Developing a smart child presence detection in vehicles using thermal camera and deep learning. Journal of Electronic Vision and Application, 6(2), Article 22399. https://penerbit.uthm.edu.my/ojs/index.php/jeva/article/view/22399 [Google Scholar] [Crossref]

12. Morsy, H. H. N., Alsharif, M. H., Alsharif, M. S., Albreem, M. A., Solyman, A. A., & Alsharif, A. H. (2025). IoT-based vehicle occupant detection and alert system for child and pet safety. In International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE) (pp. 1–6). Elsevier. https://nchr.elsevierpure.com/en/publications/iot-based-vehicle-occupant-detection-and-alert-system-for-child-a/ [Google Scholar] [Crossref]

13. Ngamakeur, K., Yongchareon, S., Yu, J., & Sheng, Q. (2022). Deep CNN-LSTM network for indoor location estimation using analog signals of passive infrared sensors. IEEE Internet of Things Journal, 9(1), 1–15. https://doi.org/10.1109/JIOT.2022.3183148 [Google Scholar] [Crossref]

14. Panagiotopoulos, A., & Karyotis, V. (2025). Commercial off-the-shelf IoT-based infant car seat application for preventing the forgotten baby syndrome. Future Internet, 17(10), Article 443. https://doi.org/10.3390/fi17100443 [Google Scholar] [Crossref]

15. Pluck, G., Kittikamron, P., Cerone, A., & Garcés, M. S. (2025). False memories in pediatric vehicular heatstroke. Psychology International, 7(4), Article 90. https://doi.org/10.3390/psycholint7040090 [Google Scholar] [Crossref]

16. Rosli, M. M. H., Rahman, A., & Ahmad, H. (2021). A review of unattended child presence detection system for ASEAN NCAP safety rating. Journal of the Society of Automotive Engineers Malaysia, 3(1), 1–10. https://jsaem.my/journal/article/view/109 [Google Scholar] [Crossref]

17. Swetha, B., Duggirala, P. S., & Elitem, S. K. (2025). Survey paper on IoT-enabled child safety mechanism for preventing deaths in vehicles. International Journal of Research Publication and Reviews, 6(4), 5098–5108. https://doi.org/10.55248/gengpi.6.0425.1494 [Google Scholar] [Crossref]

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