Occupancy counting with burst and intermittent signals in smart buildings

BS Ciftler, S Dikmese, İ Güvenç… - IEEE Internet of …, 2017 - ieeexplore.ieee.org
Zone-level occupancy counting is a critical technology for smart buildings and can be used
for applications, such as building energy management, surveillance, and public safety …

Indoor occupancy tracking in smart buildings using passive sniffing of probe requests

E Vattapparamban, BS Çiftler, I Güvenç… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
Zone-level occupancy tracking is a critical technology for smart buildings and can be used
for applications such as building energy management, surveillance, and security. Existing …

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
Precise occupancy information is extremely valuable for energy savings and optimization in
the built environment. Building management systems (BMSs) can automatically turn off the …

Non-intrusive occupancy sensing in commercial buildings

H Zou, H Jiang, J Yang, L Xie, C Spanos - Energy and Buildings, 2017 - Elsevier
Buildings accounted for half of global electricity consumption in recent years. Accurate
occupancy information could improve the energy efficiency and reduce the energy …

Wi-Fi based occupancy detection in a complex indoor space under discontinuous wireless communication: A robust filtering based on event-triggered updating

J Wang, NCF Tse, JYC Chan - Building and Environment, 2019 - Elsevier
Demand-driven control of building heating, ventilation and air conditioning (HVAC) and
lighting systems warrants an attractive energy saving potential. A reliable and accurate …

Inferring occupant counts from Wi-Fi data in buildings through machine learning

Z Wang, T Hong, MA Piette, M Pritoni - Building and Environment, 2019 - Elsevier
An important approach to curtail building energy consumption is to optimize building control
based on occupancy information. Various studies proposed to estimate occupant counts …

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
With the proliferation of Internet of Things (IoT) devices such as smartphones, sensors,
cameras, and RFIDs, it is possible to collect massive amount of data for localization and …

Real-time occupancy estimation using WiFi network to optimize HVAC operation

KCJ Simma, A Mammoli, SM Bogus - Procedia Computer Science, 2019 - Elsevier
Commercial and residential buildings consume about 27% of total energy used in the US,
out of which nearly half is consumed by commercial building sector and it expected to grow …

Non-intrusive multi-modal estimation of building occupancy

AK Das, PH Pathak, J Jee, CN Chuah… - Proceedings of the 15th …, 2017 - dl.acm.org
Estimation of building occupancy has emerged as an important research problem with
applications ranging from building energy efficiency, control and automation, safety …

Multi-bernoulli tracking approach for occupancy monitoring of smart buildings using low-resolution infrared sensor array

R Rabiee, J Karlsson - Remote Sensing, 2021 - mdpi.com
Knowledge about the indoor occupancy is one of the important sources of information to
design smart buildings. In some applications, the number of occupants in each zone is …