Reiterative robust adaptive thresholding for nonhomogeneity detection in non-Gaussian noise

被引:2
作者
Younsi, A. [1 ]
Zoubir, A. M. [2 ]
Ouldali, A. [1 ]
机构
[1] Ecole Mil Polytech, Department Elctron, Algiers 16112, Algeria
[2] Tech Univ Darmstadt, Signal Proc Grp, D-64283 Darmstadt, Germany
关键词
D O I
10.1155/2008/786136
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A robust and data-dependent adaptive thresholding algorithm for nonhomogeneity detection in non-Gaussian interference is addressed. The algorithm is to be used as a preprocessing technique to select a set of homogeneous data from a bulk of nonhomogeneous compound-Gaussian secondary data employed for adaptive radar. An iterative version of the algorithm is also suggested in situations of multiple outliers in the secondary data. Performance analysis is conducted with simulated data as well as with real sea clutter data. Copyright (C) 2008.
引用
收藏
页数:11
相关论文
共 50 条
[21]   Asymptotically optimal wavelet thresholding in models with non-Gaussian noise distributions [J].
A. A. Kudryavtsev ;
O. V. Shestakov .
Doklady Mathematics, 2016, 94 :615-619
[22]   MAD Robust Fusion with Non-Gaussian Channel Noise [J].
Nguyen, Nga-Viet ;
Shelyakov, Georgy ;
Shin, Vladimir .
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2009, E92A (05) :1293-1300
[23]   Robust multiuser detection in non-Gaussian channels [J].
Wang, XD ;
Poor, HV .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (02) :289-305
[24]   Adaptive Detection With Constant False Alarm Ratio in a Non-Gaussian Noise Background [J].
Dai, Zhen ;
Wang, Pingbo ;
Wei, Hongkai ;
Xu, Yuanchao .
IEEE COMMUNICATIONS LETTERS, 2019, 23 (08) :1369-1372
[25]   Adaptive nonparametric locally optimum Bayes detection in additive non-Gaussian noise [J].
Maras, AM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (01) :204-220
[26]   Detection of stochastic signals in non-Gaussian noise [J].
1600, American Inst of Physics, Woodbury, NY, USA (94)
[27]   THRESHOLD DETECTION OF CPFSK IN NON-GAUSSIAN NOISE [J].
RAVEENDRA, KR ;
SRINIVASAN, R .
IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1984, 131 (04) :397-402
[28]   SIGNAL DETECTION IN CORRELATED NON-GAUSSIAN NOISE [J].
VALEYEV, VG .
RADIO ENGINEERING AND ELECTRONIC PHYSICS-USSR, 1970, 15 (12) :2332-&
[29]   OPTIMUM DETECTION OF SIGNALS IN NON-GAUSSIAN NOISE [J].
ANTONOV, OY .
RADIO ENGINEERING AND ELECTRONIC PHYSICS-USSR, 1967, 12 (04) :541-&
[30]   DETECTION OF WEAK SIGNALS IN NON-GAUSSIAN NOISE [J].
KUZNETSO.VP .
TELECOMMUNICATIONS AND RADIO ENGINEER-USSR, 1971, (04) :96-&