Title :
Modeling and Simulation of Adaptive Thresholding in Marine RADARs
Author :
Alaee, Mohammad ; Amiri, Reza ; Firoozmand, Mohsen ; Sepahvand, Morteza
Author_Institution :
Telecommun. Dept., Imam Hossein Univ., Tehran, Iran
Abstract :
In order to detect targets upon sea surface or near it, marine radars should be capable of distinguishing target reflections from the sea clutter. Our proposed method in this paper relates to detection of dissimilar marine targets in an inhomogeneous environment with clutter and non-stationary noises, and is based on adaptive thresholding determination methods. Variation and mean vales of the noise have been estimated in this paper, based on non-stationary, statistical methods and thresholding has been carried out using the suggested two-pole recursive filter. Fixating the rate of false alarm, the concerned threshold resolves the assumption problem of existence or absence of the signal. Performance of the mentioned algorithm has been compared with method known as CA-CFAR in terms of decreasing the losses and increasing calculation speed. The algorithm provided for detection of signal has been implemented at the end of signal-processing algorithms of sea marine radars. The results obtained from the algorithm performance in a real environment indicate appropriate workability of this method in heterogeneous environment and non-stationary interference.
Keywords :
Acoustic reflection; Filters; Performance loss; Radar clutter; Radar detection; Recursive estimation; Sea surface; Signal resolution; Statistical analysis; Working environment noise; CFAR; RADAR; adaptive thresholding; detection; two-pole filter;
Conference_Titel :
Mathematical/Analytical Modelling and Computer Simulation (AMS), 2010 Fourth Asia International Conference on
Conference_Location :
Kota Kinabalu, Malaysia
Print_ISBN :
978-1-4244-7196-6
DOI :
10.1109/AMS.2010.62