Towards a real-time occupancy detection approach for smart buildings

H Elkhoukhi, Y NaitMalek, A Berouine… - Procedia computer …, 2018 - Elsevier
… to analyze and explore the occupancy information in buildings by integrating recent IoT and
Big Data technologies. We have used an occupancy detection dataset that includes indoor …

Thermal-sensor-based occupancy detection for smart buildings using machine-learning methods

H Zhao, Q Hua, HB Chen, Y Ye, H Wang… - ACM Transactions on …, 2018 - dl.acm.org
… Different from other methods, we build a machine-learning model for occupancy detection
occupancy estimation in a smart building that contains five zones. The whole smart building is …

Fundamentals, Algorithms, and Technologies of Occupancy Detection for Smart Buildings Using IoT Sensors

P Chaudhari, Y Xiao, MMC Cheng, T Li - Sensors, 2024 - mdpi.com
… sensors used for occupancy detection and comparison of the sensors. The architecture of
IoT sensors for occupancy detection and smart building occupancy detection is described in …

IoT-based occupancy monitoring techniques for energy-efficient smart buildings

K Akkaya, I Guvenc, R Aygun, N Pala… - 2015 IEEE Wireless …, 2015 - ieeexplore.ieee.org
… the building to improve the accuracy of occupancy detection … efforts for occupancy monitoring
in smart buildings for energy… that are related to people occupancy. We also discussed the …

Using stream data processing for real-time occupancy detection in smart buildings

H Elkhoukhi, M Bakhouya, D El Ouadghiri, M Hanifi - Sensors, 2022 - mdpi.com
… Therefore, occupancy detection is imperative for energy use management mainly in residential
and industrial buildings. Most works related to data-driven-based occupancy detection

Device-free occupancy detection and crowd counting in smart buildings with WiFi-enabled IoT

H Zou, Y Zhou, J Yang, CJ Spanos - Energy and Buildings, 2018 - Elsevier
… , a novel device-free occupancy detection and crowd counting … , we propose an effective
occupancy detection scheme by … to achieve 99.1% occupancy detection accuracy and 92.8% …

Occupancy detection via iBeacon on Android devices for smart building management

A Corna, L Fontana, AA Nacci… - 2015 Design, Automation …, 2015 - ieeexplore.ieee.org
… With this work we aimed at evaluating the possibility of using iBeacon on Android devices
as a suitable technology for the occupancy detection in a smart building. The paper has shown …

Occupancy and indoor environment quality sensing for smart buildings

Z Han, RX Gao, Z Fan - 2012 IEEE international …, 2012 - ieeexplore.ieee.org
… , with features extracted from multiple sensors aiming to improve the accuracy of occupancy
detection. The estimation took into account the correlation between the observation …

Fusing sensors for occupancy sensing in smart buildings

N Nasir, K Palani, A Chugh, VC Prakash… - … Computing and Internet …, 2015 - Springer
… providing accurate building occupancy data. We describe an occupant detection system that
… space, which can be scaled up for a building. Incorporating aspects from data analytics and …

Occupancy Prediction in IoT-Enabled Smart Buildings: Technologies, Methods, and Future Directions

I Khan, O Zedadra, A Guerrieri, G Spezzano - Sensors, 2024 - mdpi.com
… to occupancy detection, occupancy prediction, occupancy estimation, and energy-efficient
buildings. … : “occupancy detection”, “occupancy prediction”, “occupancy forecasting”, and “…