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All Journal ComEngApp : Computer Engineering and Applications Journal JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) AKM: Aksi Kepada Masyarakat Jurnal Pengabdian Masyarakat Bhinneka Jurnal Ilmiah Ilmu Terapan Universitas Jambi Jurnal Manajemen Informatika dan Bisnis Digital Electrician : Jurnal Rekayasa dan Teknologi Elektro Akademika Smart International Management Journal (SIMJ)
Fatih, Muhammad Damas
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Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Public Health Social Sciences Other

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Simulation-Based Evaluation of Reliability and Data Continuity in IoT-Based Environmental Quality Monitoring Under Traffic and Failure Scenarios Andicho Haryus Wirasapta; Merisa Rahma Mawaddah; Muhammad Damas Fatih; Tiara Deta Pamungkas; Octo Gabriel Lumban Tobing; Zeeshan Hamid Malik
Computer Engineering and Applications Journal Vol. 15 No. 3 (2026)
Publisher : Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18495/comengapp.v15i3.1409

Abstract

Data continuity problems in environmental monitoring systems due to congestion in communication traffic, interference from wireless communications, and failure of components present a great problem in maintaining accurate and reliable data continuity and environment assessment results. This paper proposes the development of a simulation framework for evaluating the reliability and data continuity of the distributed IoT-based environmental quality monitoring system with different traffic intensities, wireless communication interference levels, and component failures. The reliability performance measures include: data delivery ratio (DDR), packet loss ratio (PLR), transmission delays, system availability, time in interruption state and data continuity ratio (DCR). Based on simulation analysis, the proposed distributed IoT environmental monitoring system has DDR and DCR of 0.971 when the network is under baseline operations. Under high traffic intensity, DDR was reduced to 0.734 while under high traffic and high interference conditions, DDR is reduced to 0.420 while PLR was 0.580. Under gateway component failure, DDR was reduced to 0.409 while under high traffic, high interference, and component failure condition, DCR was 0.487 or a 49.8% reduction from baseline. The recovery techniques have helped significantly increase the availability of the system when the environment is degraded. This indicates that the main factors that determine the reliability of IoT-enabled environmental monitoring systems are gateway resilience and communication efficiency.
Co-Authors Ahmad Husna Ahadi Alghifari, Hamzah Aminuddin, Fattachul Huda Dewi Sri Nurchaini dewi sri nurchaini, dewi sri Elwamendri Elwamendri Elwamendri Hamzah Alghifari Liona Efrina S Merisa Rahma Mawaddah Mohammad Alfiza Rayesa Muhammad Taufik Ramadhoni Nurmalina, Radna Octo Gabriel Lumban Tobing Oki Dahwanu Pariyadi Rachmawati, Aulia Rayesa, Mohammad Alfiza Riri Oktari Ulma Saidin Nainggolan, Saidin Tiara Deta Pamungkas Tiara Deta Pamungkas Wirasapta , Andicho Haryus Yandi Anzari Yanuar Fitri Yanuar Fitri, Yanuar Yulismi Yulismi Yulismi, Yulismi Yusma Damayanti Zakky Fathoni zakky fathoni, zakky Zeeshan Hamid Malik