Title :
Fusion of radar and AIS data
Author :
Jidong, Suo ; Xiaoming, Liu
Author_Institution :
Inf. Eng. Coll., Dalian Maritime Univ., China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
The AIS system that will be brought into effect can improve shipping security for its more accurate information of target position and target identification. On applying AIS making use of the fusion of radar and AIS data should be attached important to. A method of fusion of radar and AIS data is proposed in this paper. The membership degree, on which the adaptive correlation-detecting function is constructed, is calculated by fuzzy C-mean clustering algorithm. It has been shown by simulations that reliable associations of track-to-track could be achieved.
Keywords :
fuzzy set theory; radar tracking; security; sensor fusion; ships; AIS data; automatic identification system; correlation-detecting function; fuzzy C-mean clustering algorithm; radar fusion; shipping security; target identification; target position; Clustering algorithms; Data security; Fuzzy sets; Fuzzy systems; Information security; Marine vehicles; Radar clutter; Radar detection; Radar tracking; Target tracking;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1442315
