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J. Kangethe

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Preprint Jul 2026

Learning to Transmit: Volatility-Aware Predictive Communication for Energy-Efficient IoT Networks

Communication is the dominant source of energy consumption in Internet-of-Things (IoT) networks, yet many sensed measurements exhibit strong temporal correlations and provide little new information to the receiver. This paper introduces \textsc{ADAPTIVEML}, a volatility-aware predictive communication framework that ena...

J. Kangethe, Ifrat Ikhtear Uddin, Longwei Wang · 0 citations

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