CRLB-Weighted Intersection Method for Target Localization using AOA Measurements

被引:0
作者
Duan, Zhansheng [1 ]
Zhou, Qi [1 ]
机构
[1] Xi An Jiao Tong Univ, Ctr Informat Engn Sci Res, Coll Elect & Informat Engn, Xian 710049, Shaanxi, Peoples R China
来源
2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND VIRTUAL ENVIRONMENTS FOR MEASUREMENT SYSTEMS AND APPLICATIONS (CIVEMSA) | 2015年
关键词
Target localization; CRLB; angle of arrival; data fusion;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:141 / 146
页数:6
相关论文
共 12 条
  • [1] Bar-Shalom Y., 2004, Estimation with applications to tracking and navigation: Theory algorithms and software
  • [2] Berman Z, 1997, IEEE DECIS CONTR P, P5012, DOI 10.1109/CDC.1997.649855
  • [3] Brida P., 2010, Proceedings of the 2010 7th Workshop on Positioning, Navigation and Communication (WPNC 2010), P284, DOI 10.1109/WPNC.2010.5653774
  • [4] Nonline-of-sight error mitigation in mobile location
    Cong, L
    Zhuang, WH
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2005, 4 (02) : 560 - 573
  • [5] Bearings-only target localization using total least squares
    Dogançay, K
    [J]. SIGNAL PROCESSING, 2005, 85 (09) : 1695 - 1710
  • [6] PERFORMANCE ANALYSIS OF BEARING-ONLY TARGET LOCATION ALGORITHMS
    GAVISH, M
    WEISS, AJ
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1992, 28 (03) : 817 - 828
  • [7] On the convergence of iterative methods for bearings-only tracking
    Le Cadre, JP
    Jauffret, C
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1999, 35 (03) : 801 - 818
  • [8] Pagès-Zamora A, 2002, 13TH IEEE INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, VOL 1-5, PROCEEDINGS, P1522, DOI 10.1109/PIMRC.2002.1045433
  • [9] Soltanian M., 2011, PROC 19 IRANIAN C EL, P1
  • [10] Stansfield R., 1947, Journal of the Institution of Electrical Engineers-Part IIIA: Radiocommunication, V94, P762, DOI DOI 10.1049/JI-3A-2.1947.0096