Author

Piotr Korbel

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Open access 2026

A Large-Scale IoT Telemetry Framework for Edge-Aware Forecasting and Diagnostic State Tracking in Precision Apiculture

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

Review Open access Sep 2026

Cross-Layer Energy Management in Embedded AIoT Sensor Networks: A Structured Review, Full-Cycle Energy Model, and Break-Even Analysis

Energy management in battery-powered embedded Artificial Intelligence of Things (AIoT) nodes requires coordinated control of sensing, computation, and wireless communication. This structured review combines a documented search of Scopus, Web of Science Core Collection, and IEEE Xplore with screening of 548 unique recor...

Sebastian Górecki, Sławomir Hausman, Piotr Korbel · Electronics · 0 citations