Procedia Computer Science · 2019 · 18 citations · 12 references
EngineeringComputer EngineeringComputer ScienceArtificial IntelligenceComputer SecurityEmbedded SystemsBuilding AutomationBuilding Automation SystemsMicrocontroller ArchitectureNeural Control SystemsNeural NetworksSmart SensorsCybersecurity For Building SystemsHome Automation SystemsIntelligent ControlMultilayer PerceptronNeural Network ControlNeural Network ModelingSecurity In Smart HomesSmart Home Architecture
The Smart House security subsystem is presented in the paper. The subsystem is based on neural controller that uses an artificial neural network of a multilayer perceptron type, a model based on the Petri nets theory and physical model based on an Arduino microcontroller. The model of artificial neural network is developed using C++ and loaded into microcontroller memory. The presented security subsystem Smart House supports processing fuzzy and semistructured data received from sensor subsystems.
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Eugen Molnár, Rastislav Molnár, Natalia Kryvinska et al. · Journal of Service Science Research · 2014 · 132 citations
Vasyl Teslyuk, Vasyl Beregovskyi, Pavlo Denysyuk et al. · International Journal of Intelligent Systems and Applications · 2018 · 63 citations · Full text