3D Pseudolinear Target Motion Analysis From Angle Measurements

被引:114
作者
Dogancay, Kutluyil [1 ]
机构
[1] Univ S Australia, Sch Engn, Mawson Lakes, SA 5095, Australia
关键词
3D target motion analysis; estimation bias; maximum likelihood; pseudolinear estimator; weighted instrumental variables; BEARINGS-ONLY TRACKING; INSTRUMENTAL VARIABLES; LEAST-SQUARES; LOCALIZATION; ESTIMATOR; PERFORMANCE; ALGORITHMS; FILTER; BIAS;
D O I
10.1109/TSP.2015.2399869
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The paper presents a new pseudolinear estimator for 3D target motion analysis by a single moving ownship collecting azimuth and elevation angle measurements. The 3D pseudolinear estimator is derived as a small-noise approximation to the maximum-likelihood estimator and consists of a 2D pseudolinear estimator for the xy-components of the target motion parameters and a least-squares estimator for the z-component. To improve the poor bias performance of the 3D pseudolinear estimator, alternative estimators are proposed employing bias compensation and weighted instrumental variables. A selective-angle-measurement implementation of weighted instrumental variables is presented to maintain a strong correlation between the instrumental variable matrix and the data matrix in the presence of large measurement noise. The performance advantages of the selective-angle-measurement weighted instrumental variable estimator over the conventional maximum likelihood estimator are demonstrated via simulation examples.
引用
收藏
页码:1570 / 1580
页数:11
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