feature selection

Knowing the presence or the actual number of occupants in a space at any given time is essential for the effec-tive management of various building operation functions such as security and environmental control (e.g., lighting, HVAC). In the past, motion detection using Passive In-frared (PIR) sensors has been widely deployed in com-mercial buildings and can provide data on “presence” sta-tus.