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Mathematical Problems in Engineering
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2015
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Article
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Tab 3
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Research Article
Synthetic Aperture Radar Image Background Clutter Fitting Using SKS + MoM-Based
Distribution
Table 3
The KL divergence values of nine models fitting six clutter regions.
Parameter models
Clutter regions
1
2
3
4
5
6
MoM-based lognormal
0.3289
0.2730
0.1077
0.1708
0.2817
0.1059
MLE-based lognormal
0.1143
0.0449
0.0349
0.1503
0.2740
0.1072
MoM-based gamma
0.0333
0.0928
0.0585
0.0599
0.1517
0.1307
MLE-based gamma
0.0232
0.3943
0.0807
1.4981
1.7516
0.5517
MoM-based
—
—
0.0216
—
—
—
Freitas’ MoM-based
0.0333
0.0928
0.0585
0.0599
0.1517
0.1307
Fully parametric MoM-based
—
—
0.0258
—
—
0.0886
SKS-based
0.0055
0.0952
0.0133
—
—
0.0707
SKS + MoM-based
0.0132
0.1830
0.0630
0.0081
0.0947
0.0577