DocumentCode :
3359830
Title :
Simulation of (M1,M2)-dependent random fields with K-distributed marginals
Author :
Maresch, Anika
Author_Institution :
Fraunhofer FHR, Wachtberg, Germany
fYear :
2010
fDate :
25-30 July 2010
Firstpage :
4644
Lastpage :
4647
Abstract :
A method to simulate a two-dimensional (m1,m2)-dependent random field Y with K-distributed marginals is presented. The simulation starts with a random field with independent and identically standardized normally distributed elements. Then an (m1,m2)-dependent matrix is calculated using weighted sums. It has identically standardized normally distributed marginals. From this matrix the desired random field is computed numerically.
Keywords :
statistical distributions; (M1,M2)-dependent random fields; K-distributed marginals; desired random field; standardized normally distributed marginals; weighted sums; Clutter; Computational modeling; Correlation; Equations; Mathematical model; Pixel; Random variables; K-distribution; SAR; marginal; random field; simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
ISSN :
2153-6996
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2010.5653092
Filename :
5653092
Link To Document :
https://search.ricest.ac.ir/dl/search/defaultta.aspx?DTC=49&DC=3359830
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