Research Article
Comparative Regression Analysis for Estimating Resonant Frequency of C-Like Patch Antennas
Table 4
Comparative simulation and computed results.
| Sample number | Patch dimension (mm) | Sim. | Mea. | PQGR | Fine TR | Squared exponential GR | Exponential GR | KNN [26] | L | W | l | | d | h | ɛr | frSIM | frMEA |
| 1 | 30 | 20 | 10 | 5 | 3 | 2.5 | 4.4 | 2.426 | — | 2.4202 | 2.3821 | 2.4588 | 2.3785 | 2.4100 | 2 | 30 | 20 | 10 | 10 | 6 | 2.5 | 2.33 | 3.140 | — | 3.1575 | 3.1785 | 3.1402 | 2.9439 | 3.1500 | 3 | 30 | 20 | 20 | 5 | 3 | 1.6 | 4.4 | 1.611 | — | 1.6200 | 1.5579 | 1.5293 | 1.7040 | 1.6300 | 4 | 30 | 20 | 20 | 5 | 6 | 1.6 | 2.33 | 2.015 | — | 2.0416 | 2.0584 | 2.0345 | 2.1477 | 2.0500 | 5 | 30 | 20 | 20 | 10 | 6 | 1.6 | 4.4 | 1.512 | — | 1.5276 | 1.5579 | 1.5384 | 1.6463 | 1.5400 | 6 | 40 | 30 | 15 | 7.5 | 5 | 1.6 | 4.4 | 1.860 | — | 1.8539 | 1.6208 | 1.8302 | 1.8793 | 1.8700 | 7 | 40 | 30 | 15 | 15 | 5 | 2.5 | 2.33 | 2.107 | — | 2.1134 | 2.2321 | 2.1814 | 2.0865 | 2.1000 | 8 | 40 | 30 | 30 | 7.5 | 5 | 1.6 | 2.33 | 1.357 | — | 1.3736 | 1.3201 | 1.4843 | 1.5863 | 1.3800 | 9 | 40 | 30 | 30 | 7.5 | 10 | 2.5 | 2.33 | 1.311 | — | 1.2962 | 1.3201 | 1.3085 | 1.5443 | 1.2800 | 10 | 40 | 30 | 30 | 15 | 5 | 2.5 | 4.4 | 1.695 | — | 1.6787 | 1.7317 | 1.6202 | 1.4781 | 1.6700 | 11 | 50 | 40 | 20 | 10 | 7 | 1.6 | 4.4 | 1.466 | — | 1.4699 | 1.2287 | 1.2366 | 1.4202 | 1.4900 | 12 | 50 | 40 | 20 | 10 | 14 | 2.5 | 4.4 | 1.174 | — | 1.1689 | 1.2287 | 1.2406 | 1.3332 | 1.1600 | 13 | 50 | 40 | 20 | 20 | 14 | 1.6 | 2.33 | 1.585 | — | 1.5821 | 1.5906 | 1.7255 | 1.6204 | 1.6000 | 14 | 50 | 40 | 40 | 10 | 7 | 2.5 | 4.4 | 1.421 | — | 1.4230 | 1.3670 | 1.6788 | 1.5644 | 1.4100 | 15 | 50 | 40 | 40 | 20 | 7 | 2.5 | 2.33 | 1.814 | — | 1.7984 | 1.8845 | 1.7772 | 1.6470 | 1.7900 | 16 | 30 | 20 | 10 | 5 | 3 | 3 | 4 | 2.426 | 2.430 | 2.429 | 2.3821 | 2.4654 | 2.4336 | 2.4090 |
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