Precision apiculture increasingly relies on Internet of Things (IoT) telemetry, yet forecasting, short-horizon state tracking, and embedded deployment are often evaluated separately. This study presents a deployment-oriented BeeHUB framework integrating multimodal sensing, hive-weight forecasting, diagnostic state trac...
Sebastian Górecki, Sławomir Hausman, Piotr Korbel et al.· IEEE Access· 0 citations
The synthesis shows that acquisition, Tiny Machine Learning (TinyML) inference, communication, protocol-state overhead, adaptive sensing, and energy harvesting are commonly optimized separately, while field-validated joint control remains limited.
Sebastian Górecki, Sławomir Hausman, Piotr Korbel· Electronics· 0 citations
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