Sleeption: Aplikasi Deteksi Gerakan Video Real-time berbasis Mobile untuk Pemantauan Gangguan Tidur Bayi

Authors

DOI:

https://doi.org/10.29408/edumatic.v9i2.30373

Keywords:

infant sleep monitoring, raspberry pi, real-time mobile system, video-based activity detection

Abstract

A baby's quality sleep is very important for his or her growth and development. Infant sleep disturbances have a negative impact on their physical health. Monitoring baby's sleep becomes very important to identify potential sleep disorders and ensure optimal sleep quality for babies. This research aims to build an android application called Sleeption using the waterfall model, a mobile-based baby sleep pattern monitoring application connected to a Raspberry Pi 3 device as an edge computing device. The development phase includes the stages of analysing the needs of parents in monitoring activities, application design, implementation of application design, verification of the success of features in the application, application and application testing along with periodic maintenance on the application. Data collection is done by observation with the development team on the needs of parents in conducting baby sleep monitoring activities. The result of our findings is a mobile application that helps parents in the process of monitoring their baby's sleep activities. The results of black box testing show that the Sleeption application is able to provide accurate and real-time information with a latency of 41 ms about the baby's sleep activity. The application of the Sleeption application helps parents in monitoring their baby's sleep patterns, along with the automation of reports on changes in baby sleep patterns helping parents to identify potential sleep disorders more accurately.

References

Aisa, S., Akhriana, A., Ramadhani, D. Q., Siola, M., & Mashud, M. (2024). Sistem Pendukung Keputusan Siswa Berprestasi menggunakan Metode Simple Multi Attribute Rating Technique berbasis Web. Edumatic: Jurnal Pendidikan Informatika, 8(1), 93–102. https://doi.org/10.29408/edumatic.v8i1.25425

Aprianti, N. A., Yuanti, Y., & Rostianingsih, D. (2023). Robotika Kesehatan: Tren Terkini dalam Layanan Medis dan Rehabilitasi. Jurnal Multidisiplin West Science, 2(8), 697–713. https://doi.org/10.58812/jmws.v2i08.591

Aprillia, O., Gufran, N., & Yarni, L. (2023). Perkembangan Masa Bayi. Jurnal Kajian Dan Penelitian Umum, 1(6), 221–233. https://doi.org/10.47861/jkpu-nalanda.v1i6.672

Erawati, M., & Ramandhani, R. A. (2021). Pengaruh Pemberian Nesting Terhadap Kualitas Tidur Pada Bayi Prematur: A Literature Review. Jurnal Ilmu Keperawatan Anak, 4(2), 17–26. https://doi.org/10.26594/jika.1.2.2018

Gunarsa, S. D., & Wibowo, S. (2021). Hubungan Kualitas Tidur dengan Kebugaran Jasmani Siswa. Jurnal Pendidikan Olahraga Dan Kesehatan, 9(1), 43–52.

Harining, N. L. S., & Suardana, I. K. P. (2023). Pola Komunikasi Orang Tua dalam Menekan Dampak Negatif Konten Short Video Media Online YouTube Pada Anak Usia Dini. Sadharananikarana: Jurnal Ilmiah Komunikasi Hindu, 5(1), 854–863. https://doi.org/10.53977/sadharananikarana.v5i1.996

Hidayani, W. R., & Santosa, A. F. (2024). Wearable IoT dalam Bidang Kesehatan: Tantangan dan Peluang. Bincang Sains Dan Teknologi, 3(02), 78–84. https://doi.org/10.56741/bst.v3i02.599

Khan, T. (2021). An Intelligent Baby Monitor with Automatic Sleeping Posture Detection and Notification. AI (Switzerland), 2(2), 290–306. https://doi.org/10.3390/ai2020018

Murdiani, D., & Sobirin, M. (2022). Perbandingan Metolodologi Waterfall Dan Rad (Rapid Application Development) Dalam Pengembangan Sistem Informasi. JINTEKS, 4(4), 302–306. https://doi.org/10.51401/jinteks.v4i4.2008

Permana, D. (2023). Analisis Dampak Kebijakan Program Kebun Sekolah untuk Mengatasi Kekurangan Gizi pada Anak. ANTASENA: Governance and Innovation Journal, 1(2), 100–107. https://doi.org/10.61332/antasena.v1i2.213

Rahayu, T., Triwahyono, B., Muliawati, A., Afrizal, S., & Nofa, W. K. (2023). Perancangan User Interface (UI) Monitoring Tumbuh Kembang Anak Berbasis Android Dengan Metode Catwoe. Jurnal Bela Negara UPN Veteran Jakarta Pusat Kajian Bela Negara UPN Veteran Jakarta, 1(2), 70–82. https://doi.org/10.70377/jbn.v1i2.7306

Rifandi, R., Sutarti, & Anharudin. (2021). Rancang Bangun Kamera Pengawas Menggunakan Raspberry Dengan Aplikasi Telegram Berbasis Internet Of Things. Jurnal PROSISKO, 8(1), 18–32. https://doi.org/10.30656/prosisko.v8i1.3101

Shafi, I., Din, S., Farooq, S., de la Torre Díez, I., Breñosa, J., Martínez Espinosa, J. C., & Ashraf, I. (2024). Design And Development of Patient Health Tracking, Monitoring and Big Data Storage Using Internet of Things and Real Time Cloud Computing. PLoS ONE, 19(3), 1–14. https://doi.org/10.1371/journal.pone.0298582

Silaban, V. F., Simamora, W. M., Wahyuningsih, Girsang, W. P., Siringo-Ringo, W. F., & Gustiani, W. (2024). Efektivitas Pijat Bayi Terhadap Kualitas Tidur dan Stimulasi Motorik Pada Bayi Usia 3-12 Bulan. JUSINDO, 6(1), 380–393. https://doi.org/10.59141/jsi.v6i01.87

Sumerlia, C. H., Erlinawati, N. D., Anurogo, D., Hasyim, D. M., & Ardi, A. (2024). Application of the Internet of Things (IoT) in Health: The Future of Personal Care. Journal of World Future Medicine, Health and Nursing, 2(1), 79–92. https://doi.org/10.70177/health.v2i1.705

Suprihadi, U., Muzakir, Nur Azizi, A., Mahardika, D., & Karimah, N. (2022). Rancang Bangun Alat Monitoring Bayi Saat Tidur Berbasis IoT Dengan Mikrokontroler Node Mcu Esp 8266. JOURNAL OF ENERGY AND ELECTRICAL ENGINEERING (JEEE), 4(1), 41–44.

Susanto, F., Prasiani, N. K., & Darmawan, P. (2022). Implementasi Internet Of Things Dalam Kehidupan Sehari-hari. Jurnal IMAGINE, 2(1), 2776–9836. https://doi.org/10.35886/imagine.v2i1.329

Wilson, C. F. M., & Harries, A. I. (2024). Prototype Smart Baby’s Room Berbasis IoT Di PT Ozami Inti Synergy Untuk Orang Tua Sibuk. Journal of Information Technology and Computer Science (INTECOMS), 7(5), 1618–1627. https://doi.org/10.31539/intecoms.v7i5.11690

Wulandari, G. A., Riadi, A. A., & Susanto, A. (2025). Sistem Informasi Pengelolaan Stok Bahan Baku Roti Secara Real-Time Berbasis Web. Edumatic: Jurnal Pendidikan Informatika, 9(1), 159–168. https://doi.org/10.29408/edumatic.v9i1.29605

Zain, M. A., & Hanif, M. I. (2023). Optimalisasi Manajemen Waktu Tidur Demi Meningkatkan Produktivitas Remaja Dengan Pendekatan Kesehatan Dan Nilai-Nilai Islam. Jurnal Bintang Manajemen, 1(4), 153–161. https://doi.org/10.55606/jubima.v1i4.2258

Downloads

Published

2025-08-17

How to Cite

Andreanto, D. D. A., Muhtadi, M., & Ariyandi, H. Z. (2025). Sleeption: Aplikasi Deteksi Gerakan Video Real-time berbasis Mobile untuk Pemantauan Gangguan Tidur Bayi. Edumatic: Jurnal Pendidikan Informatika, 9(2), 570–579. https://doi.org/10.29408/edumatic.v9i2.30373

Issue

Vol. 9 No. 2 (2025): Edumatic: Jurnal Pendidikan Informatika

Section

Articles

License

Copyright (c) 2025 Dodik Dwi Andreanto Andreanto, Muis Muhtadi, Haffas Zikri Ariyandi

Creative Commons License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Semua tulisan pada jurnal ini adalah tanggung jawab penuh penulis. Edumatic: Jurnal Pendidikan Informatika bisa diakses secara free (gratis) tanpa ada pungutan biaya, sesuai dengan lisensi creative commons yang digunakan.

Lisensi Creative Commons
This work is licensed under a Lisensi a Creative Commons Attribution-ShareAlike 4.0 International License.