LED Lighting System with Magnetic Control and IoT Sensor Integration for Smart Buildings

Chinchero, Héctor F.; Alonso, J.M.; Ortiz, Timothy

doi:10.1109/pedes49360.2020.9379580

Cited by 1 publication

(1 citation statement)

References 15 publications

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“…Wired connections are also provided by home security systems, such as smoke and heat detectors, and hard-wired window contacts [8]. Furthermore, there is an excess number of wireless and full IoT-ready solutions provided by various companies, such as KNX, LONWorks, DALI, BUSing, BACNet, LoRa and others [9].…”

Section: Introductionmentioning

confidence: 99%

Self-Healing of Semantically Interoperable Smart and Prescriptive Edge Devices in IoT

et al. 2022

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Smart homes enhance energy efficiency without compromising residents’ comfort. To support smart home deployment and services, an IoT network must be established, while energy-management techniques must be applied to ensure energy efficiency. IoT networks must perpetually operate to ensure constant energy and indoor environmental monitoring. In this paper, an advanced sensor-agnostic plug-n-play prescriptive edge-to-edge IoT network management with micro-services is proposed, supporting also the semantic interoperability of multiple smart edge devices operating in the smart home network. Furthermore, IoT health-monitoring algorithms are applied to inspect network anomalies taking proper healing actions/prescriptions without the need to visit the residency. An autoencoder long short-term memory (AE-LSTM) is selected for detecting problematic situations, improving error prediction to 99.4%. Finally, indicative evaluation results reveal the mitigation of the IoT system breakdowns.

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Section: Introductionmentioning

confidence: 99%