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. Author manuscript; available in PMC: 2017 Aug 1.
Published in final edited form as: Signal Processing. 2016 Feb 6;125:274–289. doi: 10.1016/j.sigpro.2016.01.021

Table 1.

Mean iterations for different algorithms with S = 4

Simultaneous level (K)
5 10 15 20 25 30
SP 3.66 3.65 3.63 3.64 3.65 3.68
NN-SP 3.47 3.50 3.45 3.49 3.47 3.51
S-SP 3.29 3.20 3.15 3.20 3.25 3.21
NNS-SP 3.22 3.12 3.15 3.14 3.12 3.15

CoSaMP 4.52 4.60 4.55 4.56 4.57 4.57
NN-CoSaMP 3.43 3.43 3.40 3.41 3.40 3.44
S-CoSaMP 4.27 4.21 4.17 4.12 4.14 4.30
NNS-CoSaMP 3.17 3.14 3.19 3.20 3.16 3.21

HTP 4.78 4.73 4.73 4.73 4.75 4.73
NN-HTP 4.65 4.66 4.60 4.64 4.63 4.66
S-HTP 4.39 4.33 4.37 4.35 4.47 4.25
NNS-HTP 4.31 4.15 4.19 4.21 4.27 4.26

Note: The number of iterations for all OMP algorithms is S = 4.