Track correlation algorithm of AIS and satellite electronic information based on point-track distance

Author

Dongyao Xia ; Huanxin Zou ; Lin Lei ; Youqing Zhu

Author_Institution

Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China

fYear

2014

Firstpage

5103

Lastpage

5107

Abstract

The individual characteristics of the AIS and satellite electronic information are analyzed, and proposes a track correlation algorithm of AIS and satellite electronic information based on point-track distance, aiming at the problem of low positioning accuracy, strong noise and discontinuous of satellite information. First, the satellite electronic information is clustered with attribute and filtered with speed threshold, then calculate the distance between the two kinds of track after time adjustment. Constructing bipartite weighted graph of distance matrix to solve the optimal match problem at last. Simulation shows the effectiveness and applicability of the method.

Keywords

graph theory; matrix algebra; object tracking; pattern clustering; pattern matching; ships; AIS; bipartite weighted graph; distance matrix; filtering; optimal match problem; point-track distance; positioning accuracy; satellite electronic information clustering; speed threshold; track correlation algorithm; Accuracy; Noise; Radar tracking; Satellite broadcasting; Satellites; Target tracking; AIS; electronic information; time adjustment; track correlation;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Control and Automation (WCICA), 2014 11th World Congress on

Type

conf

DOI

10.1109/WCICA.2014.7053582

Filename

7053582