DocumentCode :
2009940
Title :
Adaptive localization algorithm in distributed asynchronous wireless sensor network
Author :
Xie, Hui ; Xu, Jiang ; Li, Jianxun
Author_Institution :
Dept. of Autom. Eng., Shanghai Jiao Tong Univ., Shanghai, China
fYear :
2010
fDate :
23-25 Nov. 2010
Firstpage :
1561
Lastpage :
1565
Abstract :
This paper presents a target tracking algorithm based on the synthesized information of signal´s time-of-arrival (TOA) in an asynchronous distributed wireless sensor network (WSN). The proposed algorithm combines displacement estimate (DE) and position-displacement estimate (PDE) together, and the case of target´s very slow motion is mainly focused on. Taking advantage of DE´s efficiency and PDE´s ability of eliminating accumulated error, the effect of tracking is fairly good and the validity of the algorithm is guaranteed as well. An adaptive threshold is introduced to switch from DE to PDE so as to eliminating the error accumulated in a series of consecutive DE estimates. And the error of estimating current target´s position between these two methods is used to adjust threshold for activating the next switch. Simulations show the proposed method has quite good accuracy and availability in aimed cases as well as other situations.
Keywords :
target tracking; wireless sensor networks; adaptive localization algorithm; distributed asynchronous wireless sensor network; position-displacement estimate; synthesized information; target tracking algorithm; time-of-arrival; Clocks; Maximum likelihood estimation; Position measurement; Synchronization; Tin; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Audio Language and Image Processing (ICALIP), 2010 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-5856-1
Type :
conf
DOI :
10.1109/ICALIP.2010.5684508
Filename :
5684508
Link To Document :
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