Title :
AMW-SMC: A fast and accurate localization method for mobile targets in wireless networks
Author :
Ximeng Mao ; Cailian Chen ; Xinping Guan
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
For mobile localization, one of the main difficulties is how to obtain the targets´ locations quickly and accurately. In this paper, by exploring the characteristics of mobility model, we propose an Adaptive Multidimensional scaling-dependent Weighting based Sequential Monte Carlo (AMW-SMC) method for mobile localization. The main feature of the AMW-SMC method is speeding-up the localization process while preserving high precision on the results. Simulations using synthetic moving traces and experiments using real moving traces with NanoPAN5375RF motes are presented in this paper to validate the performance of the proposed AMW-SMC method.
Keywords :
Monte Carlo methods; mobile radio; AMW-SMC; NanoPAN5375RF motes; adaptive multidimensional scaling-dependent weighting based sequential Monte Carlo method; localization process; mobile localization; mobile targets; mobility model; real moving traces; synthetic moving traces; target locations; wireless networks; Adaptation models; Adaptive systems; Distance measurement; Mobile communication; Monte Carlo methods; Optimization; Time measurement; Adaptive Adjustment; Localization; Mobility; Multidimensional scaling; Sequential Monte Carlo;
Conference_Titel :
Control and Automation (ICCA), 2013 10th IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-4707-5
DOI :
10.1109/ICCA.2013.6565094
