Data-Driven Event Triggering for IoT Applications Article Swipe
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· 2016
· Open Access
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· DOI: https://doi.org/10.1109/jiot.2016.2564428
· OA: W2345335030
<p>Event-triggering (ET) is an up-and-coming technological paradigm for monitoring, optimization, and control in the Internet of Things (IoT) that achieves improved levels of operational efficiency. This paper first defines the envisioned event-triggering architecture for the IoT domain. It then classifies and reviews the various different event-triggering approaches obtained from the available literature for the three phases of ET, namely behavior modeling, event detection, and event handling. Thereafter, a novel data-driven technique is developed to address all three phases of ET in an efficient and reliable manner. Finally, the applicability of the proposed data-driven technique is showcased in a real-world public transport scenario, demonstrating a substantial improvement in energy and spectrum efficiency compared to existing periodic techniques.</p>