Tracking Motion Direction and Distance With Pyroelectric IR Sensors

被引:134
作者
Zappi, Piero [1 ]
Farella, Elisabetta [1 ]
Benini, Luca [1 ]
机构
[1] Univ Bologna, Dept Elect Informat & Syst, I-40123 Bologna, Italy
关键词
Classifier; distance; passive IR (PIR); tracking; INFRARED-SENSOR;
D O I
10.1109/JSEN.2009.2039792
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Passive IR (PIR) sensors are excellent devices for wireless sensor networks (WSN), being low-cost, low-power, and presenting a small form factor. PIR sensors are widely used as a simple, but reliable, presence trigger for alarms, and automatic lighting systems. However, the output of a PIR sensor depends on several aspects beyond simple people presence, as, e. g., distance of the body from the sensor, direction of movement, and presence of multiple people. In this paper, we present a feature extraction and sensor fusion technique that exploits a set of wireless nodes equipped with PIR sensors to track people moving in a hallway. Our approach has reduced computational and memory requirements, thus it is well suited for digital systems with limited resources, such as those available in sensor nodes. Using the proposed techniques, we were able to achieve 100% correct detection of direction of movement and 83.49%-95.35% correct detection of distance intervals.
引用
收藏
页码:1486 / 1494
页数:9
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