Title :
Detection performance analysis of an ultrasonic presence sensor
Author :
Caicedo, David ; Pandharipande, Ashish ; Willems, Frans M. J.
Author_Institution :
Philips Res., Eindhoven, Netherlands
Abstract :
An ultrasonic sensor that employs moving target processing based on differential echo processing and occupant tracking is considered for indoor occupant presence detection. We present a simple statistical model to analyze the presence detection performance of such a sensor. The probability distributions of the differential power signal are first obtained under vacancy and occupancy conditions. We then study the influence of occupant tracking and derive an upper bound on the probability of false alarm. Experimental data is used to verify that the presented analytical statistical models match actual distributions of the differential power.
Keywords :
sensors; statistical analysis; statistical distributions; ultrasonic transducers; detection performance analysis; differential echo processing; differential power signal distribution; false alarm probability distribution; indoor occupant presence detection; occupant tracking; statistical model; target processing; ultrasonic presence sensor; Acoustics; Clutter; Noise; Probability distribution; Radar tracking; Ultrasonic sensor; indoor presence detection; statistical detection model; tracking;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638163