DocumentCode
573301
Title
MOLTS: Mobile Object Localization and Tracking System Based on Wireless Sensor Networks
Author
Liu, Tao ; Liu, Yi ; Cui, Xiaozong ; Xu, Guangsheng ; Qian, Depei
Author_Institution
Sino-German Joint Software Inst., Beihang Univ., Beijing, China
fYear
2012
fDate
28-30 June 2012
Firstpage
245
Lastpage
251
Abstract
Mobile object localization and tracking means that a multitude of sensor nodes collaborate with each other to determine the locations and tracks of target objects in a specified area. It is one of the most significant research directions in WSN. This paper implements a system named MOLTS (Mobile Object Localization and Tracking System Based on Wireless Sensor Networks), which applies abundant sound and passive infrared sensors to make localization and tracking complementarily. The fusion of two kinds of sensors can enhance accuracy of the system significantly, and expands the application range. Moreover, we propose a new localization algorithm named FER-NLS based on ER-NLS. FER-NLS is more accurate than ER-NLS in localization and tracking. The evaluation platform of MOLTS consisted of 16 sound and passive infrared sensor nodes verifies accuracy and efficiency of the system. In addition, we equipped testbed boards designed by ourselves with MOLTS to make evaluations, and the results show that MOLTS is with high stability and reliability.
Keywords
infrared detectors; least squares approximations; reliability; target tracking; wireless sensor networks; FER-NLS; MOLTS; abundant sound sensors; filtered energy ratios source localization; mobile object localization and tracking system; nonlinear least square; passive infrared sensors; reliability; stability; target object tracking; wireless sensor networks; Accuracy; Algorithm design and analysis; Infrared sensors; Mobile communication; Servers; Wireless communication; Wireless sensor networks; Acoustic Source location; Localization; Nonlinear Least Square; Passive Infrared; Tracking; Wireless Sensor Networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Networking, Architecture and Storage (NAS), 2012 IEEE 7th International Conference on
Conference_Location
Xiamen, Fujian
Print_ISBN
978-1-4673-1889-1
Type
conf
DOI
10.1109/NAS.2012.34
Filename
6310899
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