This report was published in the journal IEEE Access in January 2021. The report looks at the use of Wi-Fi network association information as a basis for the design of intelligent systems for smart buildings. The proposed methodology enables the user to evaluate and to create machine learning models for energy efficient smart building management systems. The authors report that the model can be used to predict occupancy with an 87% accuracy.
Keywords: Architecture/Engineering, Association, Communications, Computer/Network Hardware, Construction/New Buildings, Control & Monitoring Equipment/Sensors, HVAC & Indoor Air Quality (IAQ), Internet of Things (IoT), Lifts/Elevators, Protocols/Standards, Smart Cities, Training