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Review: Artificial Intelligence of Things for Smart Agriculture with Optimal Embedded Edge Intelligence

Rahmat Falah Habbiby

Artificial Intelligence of Things for Smart Agriculture with Optimal Embedded Edge Intelligence Abstrak Perkembangan teknologi digital telah mendorong transformasi sektor pertanian menuju konsep smart agriculture . Jurnal ini mengkaji implementasi Artificial Intelligence of Things (AIoT) yang mengintegrasikan Internet of Things (IoT), machine learning , dan edge computing untuk meningkatkan efisiensi, kecepatan, serta keberlanjutan sistem pertanian. Penelitian ini mengusulkan arsitektur AIoT berbasis edge dengan komunikasi dual-protocol (LoRa dan NB-IoT) serta penerapan model machine learning ringan pada perangkat embedded. Hasil penelitian menunjukkan bahwa pendekatan ini mampu mengurangi latency, meningkatkan efisiensi energi, serta memberikan akurasi prediksi hingga 94%. Artikel ini bertujuan untuk mereview secara kritis kontribusi, kelebihan, serta keterbatasan penelitian tersebut. 1. Pendahuluan Pertanian tradisional menghadapi berbagai tantangan, seperti keterbatasan sumber daya, peru…

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