Development of an Association Technique for a 3-Dimensional Minimum Configuration Multilateration System

被引:0
作者
Yaro, Abdulmalik Shehu [1 ]
Sha'ameri, Ahmad Zuri [2 ]
机构
[1] Ahmadu Bello Univ, Dept Elect & Telecommun Engn, Zaria, Nigeria
[2] Univ Teknol Malaysia, Sch Elect Engn, Skudia 81310, Malaysia
来源
INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING | 2020年 / 12卷 / 01期
关键词
TDOA; zero cyclic sum; nearest neighbor search; sssociation; LOCALIZATION; ACCURACY;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Multilateration (MLAT) system estimates the position of an aircraft using time difference of arrival (TDOA) measurement estimated at ground receiving station (GRS) pairs with a lateration algorithm. In a multiple aircraft scenario, multiple TDOA measurements are estimated at GRS pairs. Thus, there is a need to group and associate the TDOA measurements according to each aircraft before the position estimation (PE) process with the lateration algorithm. In this paper, a multi-reference TDOA association (M-RETA) technique based on multiple referencing approach to TDOA estimation, its zero cyclic sum property and nearest neighbour search approach is developed for a minimum configuration 3-D MLAT system. The performance of the M-RETA technique is determined considering a five aircraft flying configuration with an aircraft pair separation of at least 5.5 km in accordance to the Federal Aviation Administration (FAA) standard. Simulation result shows that the M-RETA technique association accuracy depends on the TDOA estimation error and separation between the aircraft. Simulation result shows that the M-RETA technique as on an average 88% probability of correct association.
引用
收藏
页码:59 / 71
页数:13
相关论文
共 23 条
[1]  
Amishima T, 2014, PROC SICE ANN CONF, P1656, DOI 10.1109/SICE.2014.6935288
[2]   Time-difference-of-arrival regularised location estimator for multilateration systems [J].
Antonio Mantilla-Gaviria, Ivan ;
Leonardi, Mauro ;
Galati, Gaspare ;
Vicente Balbastre-Tejedor, Juan .
IET RADAR SONAR AND NAVIGATION, 2014, 8 (05) :479-489
[3]  
CHAITANYA D. E., 2014, INT C SCI ENG MAN RE, P1, DOI [10.1109/ICSEMR.2014.7043670, DOI 10.1109/ICSEMR.2014.7043670]
[4]   Lower bounds of accuracy for enhanced mode-S distributed sensor networks [J].
Galati, G. ;
Leonardi, M. ;
Mantilla-Gaviria, I. A. ;
Tosti, M. .
IET RADAR SONAR AND NAVIGATION, 2012, 6 (03) :190-201
[5]  
Herath SCK, 2012, INT CONF INF AUTOMAT, P337, DOI 10.1109/ICIAFS.2012.6419928
[6]  
ICAO, 2007, Technical report
[7]   Sparsity-Aware Multi-Source TDOA Localization [J].
Jamali-Rad, Hadi ;
Leus, Geert .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (19) :4874-4887
[8]  
Kaune R., 2012, 2012 15th International Conference on Information Fusion (FUSION 2012), P727
[9]   Evaluation of performance enhancement on CRLB of CAF under multiple emitters [J].
Lee, Y. K. ;
Yang, S. H. ;
Lee, C. B. ;
Lee, J. G. ;
Hwang, S. W. .
ELECTRONICS LETTERS, 2016, 52 (03) :235-236
[10]  
Li HW, 2014, 2014 7TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP 2014), P1120, DOI 10.1109/CISP.2014.7003948