DocumentCode :
2685556
Title :
Indoor human dynamic localization and tracking based on sensory data fusion techniques
Author :
Luo, Ren C. ; Chen, Ogst
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fYear :
2009
fDate :
10-15 Oct. 2009
Firstpage :
860
Lastpage :
865
Abstract :
Within an intelligent building, it is expected to offer various intelligent services by recognizing residents along with their lifestyle and needs. One of the key issues for realizing the intelligent building is how to detect the locations of residents, so that it can provide the interactive services based on the identified need and requests. In this work, we develop a wireless pyroelectric sensory system embedded with traditional fire detector, which can be implanted on the ceiling. Both of wireless transmission model and pyroelectric sensor monitoring system can provide the rough information of residents´ location respectively. These data can be further improved by reducing the sensory uncertainty through covariance intersection (CI) data fusion method. Pyroelectric localization system suffers from multi target tracking and wireless pyroelectric sensor system works this issue. With the location obtained from wireless pyroelectric sensor system, intelligent building can offer suitable services.
Keywords :
building management systems; pyroelectric detectors; sensor fusion; wireless sensor networks; covariance intersection; indoor human dynamic localization; indoor human dynamic tracking; intelligent building; multitarget tracking; pyroelectric localization system; pyroelectric sensor monitoring system; sensory data fusion technique; wireless pyroelectric sensory system; wireless transmission model; Detectors; Fires; Humans; Intelligent sensors; Intelligent structures; Monitoring; Pyroelectricity; Sensor systems; Uncertainty; Wireless sensor networks; Sensor network; data fusion; location recognition; pyroelectric sensor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-3803-7
Electronic_ISBN :
978-1-4244-3804-4
Type :
conf
DOI :
10.1109/IROS.2009.5354468
Filename :
5354468
Link To Document :
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