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All Journal Journal of ICT Research and Applications Jurnal Teknologi Sistem Informasi dan Aplikasi Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat Abdiformatika: Jurnal Pengabdian Masyarakat Informatika Jurnal Pengabdian Masyarakat Akademisi eProceedings of Engineering Proceeding of Community Service and Engagement
Riverinda Rijadi, Safara Cathasa
Telkom University
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Journal : journal of ict research and applications

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Enhancing Healthcare RFID Asset Tracking: A Multi-Objective Optimization Approach Considering Network Delay, False Identification, and Energy Efficiency Suakanto, Sinung; Nuryatno, Edi Triono; Fakhrurroja, Hanif; Rijadi, Safara Cathasa Riverinda
Journal of ICT Research and Applications Vol. 19 No. 3 (2026): (In Progress)
Publisher : DRPM - ITB

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5614/itbj.ict.res.appl.2026.19.3.1

Abstract

This paper discusses asset challenges detection in the healthcare industry, specifically delays and inaccuracies in asset monitoring caused by suboptimal RFID polling methods. The research question is how to determine an appropriate RFID polling interval that balances asset location accuracy, reader energy consumption, and network response time. Due to the increasing risk of mismanagement and equipment loss, an efficient approach is needed to improve asset-tracking accuracy. This study proposes a simulation-based multi-objective optimization approach by determining the optimal polling period to minimize network delay, reader energy consumption, and false identifications. Monte Carlo simulation models the stochastic movement of assets to evaluate system performance under different polling strategies. The results of one experiment showed that 100 assets, with an average moving rate of 2.48, reached the optimal scanning period of 1460 minutes. Additional experiments were conducted to analyze the sensitivity of the optimal polling interval to changes in asset population and movement rates. The contribution of this study is the development of a holistic model to determine the optimal scanning time to improve asset-tracking accuracy and reduce operational costs in RFID systems. Although evaluated in a healthcare context, the proposed framework is versatile and can also be used for other RFID-based asset monitoring scenarios with similar trade-offs.
Co-Authors Dwianti, Indah Fadhil, Iqbal Fakhrurroja, Hanif Hadi Hariyanto Ilham Perdana Lailatuth Thohiroh, Elvira Luthfi Ramadani Mukti, Iqbal Yulizar Murahartawaty Nia Ambarsari Nur Ichsan Utama Nuryatno, Edi Triono Raudhah , Sophia Noor Rayhannur , Achmad Fahresya Sinung Suakanto Syfa Nur Lathifah Yulizar Mukti, Iqbal Zalina Fatima Azzahra