DocumentCode :
3331581
Title :
Indoor human monitoring system using wireless and pyroelectric sensory fusion system
Author :
Luo, Ren C. ; Chen, Ogst ; Lin, Cheng Wei
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fYear :
2010
fDate :
18-22 Oct. 2010
Firstpage :
1507
Lastpage :
1512
Abstract :
Indoor human monitoring is important for providing various services for individuals. In this research, we propose an indoor monitoring system based on wireless and pyroelectric infrared (WPIR) sensory fusion system which can be embedded and integrated with the traditional fire/smoke detector where they are usually installed on the ceiling by the use of pyroelectric motion sensor and low power wireless communication device. Basically, each of radio frequency (RF) localization system and pyroelectric infrared (PIR) monitoring system provides the coarse information of individuals´ location respectively. We develop a sensor network based localization method called WPIR intersection algorithm to determine the fused position from PIR and radio frequency signal localization system which utilizes received signal strength (RSS) model. We have developed and experimentally demonstrated a wireless pyroelectric sensory fusion system and WPIR intersection algorithm which can be applied in multi target tracking issues against pure PIR sensing system. Furthermore, WPIR intersection algorithm provides higher accuracy than PIR or RF localization respectively. With the proper localization and tracking in the indoor environment, the provisions of appropriate services for people can be realized.
Keywords :
building management systems; computer crime; indoor radio; infrared detectors; low-power electronics; object tracking; pyroelectric detectors; sensor fusion; sensor placement; smoke detectors; target tracking; wireless sensor networks; PIR sensing system; fire smoke detector; indoor human monitoring system; infrared sensory fusion system; multitarget tracking; radio frequency signal localization system; received signal strength model; wireless pyroelectric sensory fusion system; data fusion; localization; pyroelectric sensor; wireless pyroelectric infrared (WPIR) sensory fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location :
Taipei
ISSN :
2153-0858
Print_ISBN :
978-1-4244-6674-0
Type :
conf
DOI :
10.1109/IROS.2010.5651345
Filename :
5651345
Link To Document :
بازگشت