DocumentCode :
3419817
Title :
The Design and Implementation of the Cicada Wireless Sensor Network Indoor Localization System
Author :
Jiang, Wenfeng ; Chen, Yu ; Shi, Yuanchun ; Sun, Yunfeng
Author_Institution :
Comput. Sci. & Technol. Dept., Tsinghua Univ., Beijing
fYear :
2006
fDate :
Nov. 29 2006-Dec. 1 2006
Firstpage :
536
Lastpage :
541
Abstract :
The wireless sensor network based localization system - Cicada is designed to support the location- awareness in indoor environment. The system is based on TDOA (time difference of arrival) between radio frequency and ultrasonic to measure the distances, uses the SWF(slide window filter) and least square fitting for the rough distance correction, adopts the UKF (unscented Kalman filter) to ultimately estimate the coordinates, and then sends the coordinate values to the network to provide location services. The system has several notable merits: it not only can provide the coordinates within 5 cm average deviation either for static object or for mobile object, but also can support multiple objects at the same time; it not only has a nearly omni-directional working area, but also be convenient for deployment and portability. Compared with other indoor localization system, the Cicada system adopts a more accurate algorithm and the whole system is more portable and convenient to deploy. Experiment results show the system can well satisfy the requirements in smart space.
Keywords :
Kalman filters; least squares approximations; mobility management (mobile radio); time-of-arrival estimation; wireless sensor networks; Cicada wireless sensor network indoor localization system; least square fitting; location awareness; radio frequency; rough distance correction; slide window filter; time difference-of-arrival; ultrasonic signal; unscented Kalman filter; Coordinate measuring machines; Filters; Frequency measurement; Indoor environments; Least squares approximation; Radio frequency; Time difference of arrival; Time measurement; Ultrasonic variables measurement; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Reality and Telexistence--Workshops, 2006. ICAT '06. 16th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
0-7695-2754-X
Type :
conf
DOI :
10.1109/ICAT.2006.128
Filename :
4089308
Link To Document :
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