Title :
CRLB-weighted intersection method for target localization using AOA measurements
Author :
Zhansheng Duan ; Qi Zhou
Author_Institution :
Center for Inf. Eng. Sci. Res., Xi´an Jiaotong Univ., Xi´an, China
Abstract :
Two dimensional target localization using AOA measurements is considered in this paper. By conducting repeated experiments, the complex AOA (CAOA) method found that for the two-sensor and single-target scenario, the accuracy of the intersection of two bearing lines can be divided into different layers. However, the experiments are very time consuming. Also, the division of the intersection region of interest into different layers is very subjective. In this paper, by the fusion of AOA measurements from multiple sensors, we propose a CRLB-weighted intersection method (CWIAOA) for target localization problem using AOA measurements. It was found that the new weights built on CRLB are consistent with the results of CAOA method. Numerical examples also demonstrate that the proposed method is not worse than the existing pseudo linear squares (PLS) and sensitivity analysis (SA) methods in all scenarios considered.
Keywords :
angular measurement; sensitivity analysis; sensor fusion; sensors; CAOA method; CRLB-weighted intersection method; CWIAOA; PLS method; SA; complex AOA measurement; multiple sensor; pseudo linear square method; sensitivity analysis; two dimensional target localization problem; Accuracy; Estimation; Noise; Noise measurement; Position measurement; Sensors; Standards; CRLB; Target localization; angle of arrival; data fusion;
Conference_Titel :
Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2015 IEEE International Conference on
Conference_Location :
Shenzhen
DOI :
10.1109/CIVEMSA.2015.7158616