DocumentCode :
2408485
Title :
Indoor robot/human localization using dynamic triangulation and wireless Pyroelectric Infrared sensory fusion approaches
Author :
Luo, Ren C. ; Chen, Ogst ; Lin, Pei Hsien
Author_Institution :
Center for Intell. Robot. & Autom. Res., Nat. Taiwan Univ., Taipei, Taiwan
fYear :
2012
fDate :
14-18 May 2012
Firstpage :
1359
Lastpage :
1364
Abstract :
Indoor localization and monitoring system of robots and people are essential issues in robotics research. Several monitoring systems are currently under development by different investigators but they do encounter significant difficulties. For instance, a Pyroelectric Infrared (PIR) system provides less accurate information of human location and is restricted when there are multiple targets. Furthermore, a Radio Frequency (RF) localization system is constrained by its limited accuracy. In this study, we develop a system which combines PIR and RF localization system as wireless pyroelectric infrared sensory fusion system to monitor the location information of robots and people. We will reduce the error of RF localization information through tile proposed dynamic triangulation (DTN) method. We also develop a sensory fusion algorithm called the WPIR inference algorithm. This algorithm determines the fused position from both the PIR localization system and radio frequency signal localization system which utilize tile received signal strength (RSS) propagation model. We have developed and experimentally demonstrated a WPIR sensory fusion system which can be successfully applied in locating targets such as people and robot. With an accurate localization mechanism for tile indoor environment, tile provision of appropriate services to people can be realized.
Keywords :
indoor radio; path planning; pyroelectric detectors; sensor fusion; RF localization system; WPIR inference algorithm; dynamic triangulation; dynamic triangulation method; indoor monitoring system; indoor robot/human localization; radio frequency localization system; radiofrequency signal localization system; received signal strength propagation model; wireless pyroelectric infrared sensory fusion approach; Cameras; Computer architecture; Monitoring; Radio frequency; Robot vision systems; data fusion; dynamic triangulation; localization; pyroelectric sensor; wireless pyroelectric infrared (WPIR) sensory fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation (ICRA), 2012 IEEE International Conference on
Conference_Location :
Saint Paul, MN
ISSN :
1050-4729
Print_ISBN :
978-1-4673-1403-9
Electronic_ISBN :
1050-4729
Type :
conf
DOI :
10.1109/ICRA.2012.6224723
Filename :
6224723
Link To Document :
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