当前位置>主页 > 期刊在线 > 电子工程 >

电子工程2019年15期

多站时差定位算法的性能比较
胡正,郭立强,卜晓楠,张波,江伟健,宋祥润
(中国电子科技集团第四十一研究所,山东 青岛 266555)

摘  要:在两种测量站布局的情况下,本文给出了几何精度因子(Geometric Dilution of Precision,GDOP)分布图。当辐射源在几何区域中心时,GDOP 值比较低,几何布局造成的定位误差比较小。选取几何中心的圆形区域,比较了六种TDOA多站定位算法(包括Chan 算法、泰勒算法、LCLS 算法、牛顿算法、修正牛顿算法、CTLS 算法)的性能,分析每种算法的优劣,考虑到工程应用中的定位精度和计算复杂度,仿真结果表明,泰勒算法比较适用于多站定位。


关键词:时差定位;几何精度因子;多站定位;泰勒算法



中图分类号:TN961         文献标识码:A         文章编号:2096-4706(2019)15-0025-03


The Performance Comparison of Multi-Station TDOA Localization Algorithms

HU Zheng,GUO Liqiang,BU Xiaonan,ZHANG Bo,JIANG Weijian,SONG Xiangrun

(The 41st Research Institute of CETC,Qingdao 266555,China)

Abstract:In the case of two kinds of station layouts,here the distribution map of GDOP is presented. When the radiation source is distributed in the center area of the geometry,the value of GDOP is relatively low and the positioning errors caused by geometric layout are also small. The performance of six TDOA multi-station location algorithms (including Chan algorithm,Taylor algorithm,LCLS algorithm,Newton algorithm,modified Newton algorithm and CTLS algorithm)is compared by choosing the circular area with geometric center. The advantages and disadvantages of each algorithm are analyzed. Considering the location accuracy and computational complexity in engineering application,the simulation results show that Taylor algorithm is more suitable for multistation positioning.

Keyword:TDOA location;GDOP;multi-station localization;Taylor algorithm


参考文献:

[1] Chan Y T,Ho K C. A simple and efficient estimator for hyperbolic location [J].IEEE Transactions on Signal Processing,1994,42(8):1905-1915.

[2] KOVAVISARUCH L,HO KC. Modified Taylor-series method for source and receiver localization using TDOA measurements with erroneous receiver positions [C]//Circuits and Systems,2005. ISCAS 2005.IEEE International Symposium on.S.l.:s.n.,2005:2295-2298.

[3] Huang Y,Benesty J,Elko G W. Real-time passive source localization:a practical linear-correction least-squares approach [J].IEEE Trans Speech Audio Process,2001,9(8):943-956.

[4] YU H,HUANG G,GAO J,et al. An Efficient Constrained Weighted Least Squares Algorithm for Moving Source Location Using TDOA and FDOA Measurements [J].IEEE transactions on wireless communications,2012,11(1):44-47.

[5] 房嘉奇,冯大政,李进.TDOA 中的修正牛顿及泰勒级数方法 [J]. 西安电子科技大学学报,2016,43(6):27-33.

[6] YANG K,AN J,BU X,et al. Constrained total least-squares location algorithm using time-difference-of-arrival measurements [J].IEEE Transactions on Vehicular Technology,2010,59(3):1558-1562.


作者简介:胡正(1987-),男,汉族,山东青岛人,工程师,博士,研究方向:无源定位技术。