DocumentCode :
532961
Title :
Research on localization algorithm based on path prediction and adaptive radio range for mobile sensor network
Author :
Wen, Wusong ; Wang, Lu
Author_Institution :
Dept. of Mil. Power Eng., Chongqing Commun. Coll., Chongqing, China
Volume :
15
fYear :
2010
fDate :
22-24 Oct. 2010
Abstract :
For localizing workers and equipments in readiness sap, based on Monte Carlo Localization (MCL) algorithm, an accurate localization algorithm for mobile sensor network, in which anchor nodes are fixed and normal nodes can move freely, is presented in this paper. Adopting two dimensional Newton interpolation to predict the movement path of normal node, localization selection model is builded, and by designing an adaptive method of computing the radio range of node, the impact of unsteady radio range to prediction result can be improved. Result of simulation indicates that the accuracy of new localization algorithm is higher, and the request of anchor node density is much lower than the basic MCL algorithm.
Keywords :
Monte Carlo methods; Newton method; interpolation; mobile radio; wireless sensor networks; Monte Carlo localization algorithm; accurate localization algorithm; adaptive radio range; anchor node density; mobile sensor network; normal nodes; path prediction; two dimensional Newton interpolation; Filtering algorithms; Prediction algorithms; MCL; adaptive radio range; localization algorithm; mobile sensor network; path prediction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
Type :
conf
DOI :
10.1109/ICCASM.2010.5622596
Filename :
5622596
Link To Document :
بازگشت