Title :
Indoor granular presence sensing with an ultrasonic circular array sensor
Author :
Naghibzadeh, Shahrzad ; Pandharipande, Ashish ; Caicedo, David ; Leus, Geert
Author_Institution :
Philips Res., Eindhoven, Netherlands
Abstract :
Determining occupant presence in an indoor environment with fine spatial granularity is useful in a number of smart building control and analytics applications. We present an ultrasonic circular array sensing solution for granular presence sensing. A ceiling-mounted sensor configuration with a co-located transmitter and array receiver is considered. The transmitter sends periodic bursts of sinusoidal pulses that, upon reflection from the environment, are received at the array sensor. The echoes are processed to obtain estimates of range, azimuth and elevation angles corresponding to possible occupant movements. A Kalman filter based on a near constant velocity model is used for target tracking. The proposed array sensing solution is tested in an indoor office space with an 8-element receiver array sensor prototype.
Keywords :
Kalman filters; building management systems; indoor environment; intelligent sensors; prototypes; sensor arrays; target tracking; ultrasonic arrays; 8-element receiver array sensor prototype; Kalman filter; analytics applications; array receiver; ceiling-mounted sensor configuration; colocated transmitter; fine spatial granularity; indoor environment; indoor granular presence sensing; smart building control; target tracking; ultrasonic circular array sensor; Acoustics; Arrays; Clutter; Logic gates; Receivers; Target tracking; Indoor granular presence sensing; Kalman tracking; tracking maintenance; ultrasonic circular array sensors;
Conference_Titel :
Intelligent Control (ISIC), 2014 IEEE International Symposium on
Conference_Location :
Juan Les Pins
DOI :
10.1109/ISIC.2014.6967633