Modeling Multilook Magnitude and Phase in Extremely Heterogeneous Clutter

被引:3
作者
Gao, Gui [1 ]
Shi, Gongtao [1 ]
Zhou, Shilin [1 ]
机构
[1] Natl Univ Def Technol, Coll Elect Sci & Engn, Changsha 410073, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
STATISTICAL-ANALYSIS;
D O I
10.1155/2013/468380
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
This paper proposes a joint distribution of magnitude and phase for multilook SAR interferogram in extremely heterogeneous clutter. The presented theoretical distribution, called simply here J(2) distribution and derived from the multiplicative model and the known joint distribution of the homogeneous clutter, is shown to be able to model the extremely heterogeneous clutter areas. Moreover, we estimate distribution parameters by means of the well-known method-of-log-cumulants (MoLC). The experimental results applied on actual dual-channel SAR images prove the good performance of the proposed distribution.
引用
收藏
页数:5
相关论文
共 10 条
[1]   Interferometric SAR coherence magnitude estimation using second kind statistics [J].
Abdelfattah, Riadh ;
Nicolas, Jean-Marie .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2006, 44 (07) :1942-1953
[2]  
[Anonymous], THESIS U OTTAWA
[3]  
[Anonymous], 2007, TABLE INTEGRALS SERI
[4]   Wide-Area Traffic Monitoring With the SAR/GMTI System PAMIR [J].
Cerutti-Maori, Delphine ;
Klare, Jens ;
Brenner, Andreas R. ;
Ender, Joachim H. G. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2008, 46 (10) :3019-3030
[5]   Along-track interferometry for ground moving target indication [J].
Chapin, Elaine ;
Chen, Curtis W. .
IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2008, 23 (06) :19-24
[6]   A model for extremely heterogeneous clutter [J].
Frery, AC ;
Muller, HJ ;
Yanasse, CDF ;
SantAnna, SJS .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (03) :648-659
[7]   Statistical analysis of multilook SAR interferograms for CFAR detection of ground moving targets [J].
Gierull, CH .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (04) :691-701
[8]   STATISTICAL-ANALYSIS BASED ON A CERTAIN MULTIVARIATE COMPLEX GAUSSIAN DISTRIBUTION (AN INTRODUCTION) [J].
GOODMAN, NR .
ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (01) :152-&
[9]   INTENSITY AND PHASE STATISTICS OF MULTILOOK POLARIMETRIC AND INTERFEROMETRIC SAR IMAGERY [J].
LEE, JS ;
HOPPEL, KW ;
MANGO, SA ;
MILLER, AR .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (05) :1017-1028
[10]  
Nicolas J.-M., 2002, Traitement du Signal, V19, P139