Opportunistic occupancy-count estimation using sensor fusion: A case study
Estimation of occupancy counts in commercial and institutional buildings enables enhanced
energy-use management and workspace allocation. This paper presents the analysis of cost …
energy-use management and workspace allocation. This paper presents the analysis of cost …
A wi-fi based occupancy sensing approach to smart energy in commercial office buildings
Buildings account for a considerable part of energy consumption. Prior research has shown
that much energy could be saved by using occupancy based building automation …
that much energy could be saved by using occupancy based building automation …
[PDF][PDF] Effectiveness of using WiFi technologies to detect and predict building occupancy
This paper presents findings of a case-study demonstrating the effectiveness of using WiFi
networks to detect occupancy as opposed to CO2 sensors, commonly used for demand …
networks to detect occupancy as opposed to CO2 sensors, commonly used for demand …
Estimating indoor occupancy through low-cost BLE devices
Detecting the presence of persons and estimating their quantity in an indoor environment
has grown in importance recently. For example, the information if a room is unoccupied can …
has grown in importance recently. For example, the information if a room is unoccupied can …
Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology
Accurate occupancy prediction can improve facility control and energy efficiency of
buildings. In recent years, buildings' exiting WiFi infrastructures have been widely studied in …
buildings. In recent years, buildings' exiting WiFi infrastructures have been widely studied in …
Accurate occupancy estimation with WiFi and bluetooth/BLE packet capture
The capillary spread of personal devices equipped with wireless communication capabilities
has enabled a series of high level services which build on capturing and processing the …
has enabled a series of high level services which build on capturing and processing the …
[PDF][PDF] MIT enernet: correlating WiFi activity to human occupancy
A Vaccari, S Samouhos, L Glicksman… - Proceedings of Healthy …, 2009 - senseable.mit.edu
Most commercial buildings may reduce their energy consumption by 20% to 30% through
continuous commissioning practices and energy efficiency strategies. The design and …
continuous commissioning practices and energy efficiency strategies. The design and …
Using WiFi connection counts and camera-based occupancy counts to estimate and predict building occupancy
Accurate occupancy information can help in optimizing the operation of building systems. To
obtain this information, previous studies suggested using WiFi connection counts due to …
obtain this information, previous studies suggested using WiFi connection counts due to …
Indoor occupancy tracking in smart buildings using passive sniffing of probe requests
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 …
for applications such as building energy management, surveillance, and security. Existing …
Promoting energy efficiency of HVAC operation in large office spaces with a Wi-Fi probe enabled Markov time window occupancy detection approach
In recent years, demand-based control in HVAC systems have achieved a great amount
energy saving by providing precise services in according to actual demand. As the premise …
energy saving by providing precise services in according to actual demand. As the premise …