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All Journal Internet of Things and Artificial Intelligence Journal Proceeding Applied Business and Engineering Conference ROUTERS: Jurnal Sistem dan Teknologi Informasi Jurnal INFOTEL
Putra, Septafiansyah Dwi
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Journal : Proceeding Applied Business and Engineering Conference

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Comparative Analysis of Filtering Techniques for Efficient Data Aggregation in Smart Hydroponic Systems Qomariyah, Nurul; Putra, Septafiansyah Dwi; Asrowardi, Imam
ABEC Indonesia Vol. 12 (2024): 12th Applied Business and Engineering Conference
Publisher : Politeknik Negeri Bengkalis

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Abstract

The rapid evolution of digital technologies has transformed traditional agriculture into a more efficient andintelligent system. This study focuses on the development of a data aggregation strategy in Smart Hydroponic Systems tooptimize network consumption without sacrificing data accuracy. By utilizing Threshold Filtering and Delta-BasedFiltering techniques, significant reductions in data transmission were achieved while maintaining essential temperaturemonitoring capabilities. Experimental results demonstrated that both techniques effectively reduced data points andoptimized bandwidth usage, particularly in temperature-stable environments. This research contributes to theadvancement of sustainable digital agriculture by providing an efficient approach to managing network resources in IoTbasedhydroponicsystems.
Co-Authors Ambarwari, Agus Asrowardi, Imam Eko Fajar Cahyadi Haikal, Antoni Heriansyah Imron S Jaya, Moh Haris Kemas, Kemas Ocha Khairi Saputra Kurnia Anggriani, Kurnia Nelmiawati, Nelmiawati Nurul Qomariyah Supriyatna, Agiska Ria Widyawati, Dewi Kania