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Table 3 The average PSNR when p and L were set according to Tables 1 and 2, respectively

From: Robust reconstruction algorithm for compressed sensing in Gaussian noise environment using orthogonal matching pursuit with partially known support and random subsampling

 

M/N

 

0.2

0.3

0.4

0.5

0.6

σ 2

DCS-SOMP

OMP-PKS+RS

DCS-SOMP

OMP-PKS+RS

DCS-SOMP

OMP-PKS+RS

DCS-SOMP

OMP-PKS+RS

DCS-SOMP

OMP-PKS+RS

0.05

10.00

19.96

19.51

21.23

21.72

21.72

21.64

22.65

23.39

24.21

0.1

14.03

18.41

17.31

18.79

19.01

19.55

18.77

19.92

20.97

20.83

0.15

13.54

17.27

16.63

17.64

17.65

18.65

18.34

17.82

19.93

19.15

0.2

13.65

16.21

15.20

16.57

16.70

16.44

17.46

16.86

18.31

17.75