Title :
Fuzzy geometric localization for triangular grid deployment in passive sensor networks
Author :
Wang, R. ; Cao, W.M. ; Wan, W.G. ; Li, Y.P.
Author_Institution :
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
Abstract :
For bearings-only target localization in passive sensor networks, a novel analysis approach based on fuzzy geometry is introduced to investigate the fuzzy measurability for a moving target in R2 space. The fuzzy analytical bias expressions are derived. And the interplay between fuzzy localization geometry and the fuzzy estimation bias for the case of fuzzy triangular grid deployment is analyzed in detail in sensor networks, which can realize the 3-dimensional target localization including fuzzy estimate position and velocity by measuring the fuzzy azimuth angles at intervals of fixed time. The theoretical findings of the paper are backed up with simulation results.
Keywords :
fuzzy set theory; wireless sensor networks; 3-dimensional target localization; bearings-only target localization; fuzzy analytical bias expression; fuzzy azimuth angle; fuzzy estimate position; fuzzy estimation bias; fuzzy geometric localization; fuzzy measurability; passive sensor network; triangular grid deployment; velocity; Geometry; Measurement uncertainty; Noise measurement; Observers; Position measurement; Simulation; Trajectory;
Conference_Titel :
Audio Language and Image Processing (ICALIP), 2010 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-5856-1
DOI :
10.1109/ICALIP.2010.5685209