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.