DocumentCode :
1905978
Title :
Joint CFAR detection and parameter estimation of different marine targets using Forward Scatter Radar
Author :
Kabakchiev, A. ; Kabakchiev, C. ; Behar, V. ; Garvanov, Ivan ; Kabakchieva, D.
Author_Institution :
Sofia Univ., Sofia, Bulgaria
fYear :
2015
fDate :
24-26 June 2015
Firstpage :
640
Lastpage :
645
Abstract :
In this paper we research one joint structure of the CFAR detector and a parameter estimation of the moving different marine targets at the background of a sea clutter using Bistatic Forward Scatter Radar (FSR) system. In our investigates we use the two pulse MTI CFAR processor with K/M-L batch processor and parameter estimator for a marine target with unknown size are investigated on the base of real data records. The aim of the paper is to make statistical estimation of various target parameters [6-9]. These specific parameters necessary for Data Mining Classification have been obtained in the time and the frequency domains for different marine targets. The data itself have been gathered by the team of the Birmingham University using in-house developed FSR.
Keywords :
data mining; marine engineering; marine radar; microprocessor chips; object detection; parameter estimation; pattern classification; radar clutter; radar computing; radar detection; statistical analysis; Birmingham University; K batch processor; M-L batch processor; bistatic FSR system; bistatic forward scatter radar system; data mining classification; joint CFAR detection; moving different marine targets; pulse MTI CFAR processor; sea clutter; statistical target parameter estimation; Boats; Clutter; Detectors; Estimation; Radar; Radar scattering; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Symposium (IRS), 2015 16th International
Conference_Location :
Dresden
Type :
conf
DOI :
10.1109/IRS.2015.7226310
Filename :
7226310
Link To Document :
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