A multi-target track generation method based on ADS-B data

Author

Siyuan Zhang ; Linsheng Zheng ; Xiaoyun Shen ; Min Chen ; Xianying Li

Author_Institution

Tianjin Key Lab. for Adv. Signal Process., Civil Aviation Univ. of China, Tianjin, China

fYear

2015

fDate

21-23 April 2015

Abstract

A multi-target track generation method based on the statistical analysis of large amounts ADS-B data is proposed in this paper, a lot of valuable charts and statistical results are obtained, and compared with conventional track generation algorithms this research can improve greatly the authenticity of the virtual tracks. The complete data processing procedure is presented in this article, including data decoding and data statistics. Data decoding is to extract the effective ADS-B data to establish databases. Data statistics is to provide important reference for system initialization and continuous track generation. Finally, multi-target track data which is very close to real ADS-B data are generated, and an additional track for conflict detection is added based on conflict models.

Keywords

decoding; statistical analysis; surveillance; target tracking; ADS-B data; automatic dependent surveillance-broadcast; conflict detection; conflict model; data decoding; data processing procedure; data statistics; multitarget track generation method; statistical analysis; system initialization; virtual track authenticity; Aircraft; Atmospheric modeling; Decoding; Indexes; Statistical analysis; Target tracking;

fLanguage

English

Publisher

ieee

Conference_Titel

Integrated Communication, Navigation, and Surveillance Conference (ICNS), 2015

Conference_Location

Herdon, VA

Print_ISBN

978-1-4673-7549-8

Type

conf

DOI

10.1109/ICNSURV.2015.7121220

Filename

7121220