From: New generalized variable stepsizes of the CQ algorithm for solving the split feasibility problem
Blur kernel | \(\boldsymbol{\sigma^{2}}\) | Algorithms | SNR (dB) | n | CPU time (s) |
---|---|---|---|---|---|
9 × 9 uniform | 0.308 | CQ with (1.5) | 16.1802 | 52 | 3.3883 |
CQ with (1.6) | 16.1722 | 48 | 3.1636 | ||
14.5266 | 19 | 1.3847 | |||
14.5265 | 19 | 1.3199 | |||
14.2464 | 34 | 2.4280 | |||
\(h_{ij}=(1+i^{2}+j^{2})^{ - 1}\) for i,j = −4,…,4 | 2 | CQ with (1.6) | 22.6184 | 19 | 1.3007 |
CQ with (1.5) | 22.4329 | 17 | 1.1718 | ||
19.8401 | 14 | 1.0746 | |||
19.8401 | 14 | 1.0266 | |||
19.4912 | 33 | 2.3306 | |||
\(h_{ij}=(1+i^{2}+j^{2})^{ - 1}\) for i,j = −7,…,7 | 8 | CQ with (1.6) | 12.7305 | 39 | 2.6739 |
CQ with (1.5) | 14.6363 | 42 | 2.8604 | ||
19.3561 | 18 | 1.3390 | |||
19.3560 | 18 | 1.3057 | |||
18.6140 | 33 | 2.3628 |