DocumentCode
2784323
Title
Implementation of multi-vessel tracking algorithm using multiple marine radar systems
Author
Byun, Sung-Hoon ; Lee, Han-Jin ; Yoon, Hyeon-Kyu ; Gong, Do-Sig ; Lee, Chang-Min ; Kang, Chang-Gu
Author_Institution
Korea Res. Inst. of Ships & Ocean Eng., KORDI, Daejeon, South Korea
Volume
4
fYear
2004
fDate
9-12 Nov. 2004
Firstpage
2242
Abstract
To prevent marine casualties, marine radars are widely used for tracking vessels near coast and, in general, multiple marine radars are applied to cover wide coastal area. Therefore their cooperative operation is very important for effective vessel traffic control. This work introduces implementation of a multivessel, multiradar tracking algorithm which can be used for such purpose. The implemented algorithm is based on the sensor-level tracking with centralized track file architecture which maintains a sensor-level (local) track file at each local radar site and integrate them into one central-level (global) track file using cross-correlation of the sensor-level tracks. The sensor-level tracking at each local radar site employs the conventional global nearest neighbor (GNN) approach which uses the auction algorithm for data association. The sensor-level tracks formed at each radar site are transmitted to data fusion center and combined by a track-to-track fusion algorithm to give central-level tracks. The resulting central-level tracks are also correlated against time to give a continuous track file for each target vessel even though it goes through the border of different radar´s scan area. To validate the algorithm, a simulation was fulfilled and it showed that it operated properly as intended.
Keywords
marine radar; oceanographic techniques; radar tracking; sensor fusion; traffic control; auction algorithm; central-level track file; cross-correlation; data association; data fusion center; global nearest neighbor approach; marine casualty; multiple marine radar systems; multiradar tracking algorithm; multivessel tracking algorithm; radar site; sensor-level track file; sensor-level tracking; track file architecture; track-to-track fusion algorithm; vessel traffic control; Data mining; Delay; Marine vehicles; Oceans; Radar antennas; Radar tracking; Sensor phenomena and characterization; Sensor systems; Target tracking; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
OCEANS '04. MTTS/IEEE TECHNO-OCEAN '04
Print_ISBN
0-7803-8669-8
Type
conf
DOI
10.1109/OCEANS.2004.1406498
Filename
1406498
Link To Document