Research Article
Resonant Frequency Modeling of Microwave Antennas Using Gaussian Process Based on Semisupervised Learning
Table 2
Resonant frequency of the rectangular MSA in TM10 mode.
| Number | W (cm) | L (cm) | H (cm) | | fmeasured | fproposed |
| 1∗ | 1.256 | 2.756 | 0.952 | 2.55 | 3580 | 3522 | 2∗ | 0.883 | 2.676 | 1.000 | 2.55 | 3980 | 3979.6 | 3# | 2.000 | 2.500 | 0.079 | 2.22 | 3970 | 3970.4 | 4# | 1.063 | 1.183 | 0.079 | 2.25 | 7730 | 7730 | 5# | 0.910 | 1.000 | 0.127 | 10.20 | 4600 | 4600.1 | 6# | 1.720 | 1.860 | 0.157 | 2.33 | 5060 | 5059.4 | 7∗ | 1.810 | 1.960 | 0.157 | 2.33 | 4805 | 4848.7 | 8# | 1.270 | 1.350 | 0.163 | 2.55 | 6560 | 6559.7 | 9★ | 1.500 | 1.621 | 0.163 | 2.55 | 5600 | 5569.6 | 10∗ | 1.375 | 1.580 | 0.476 | 2.55 | 5100 | 5114 | 11★ | 1.120 | 1.200 | 0.242 | 2.55 | 7050 | 7101.5 | 12★ | 1.403 | 1.485 | 0.252 | 2.55 | 5800 | 5799.5 | 13# | 1.530 | 1.630 | 0.300 | 2.50 | 5270 | 5269.9 | 14★ | 0.905 | 1.018 | 0.300 | 2.50 | 7990 | 8036.1 | 15★ | 1.170 | 1.280 | 0.300 | 2.50 | 6570 | 6632.3 | 16∗ | 1.030 | 3.380 | 1.281 | 2.55 | 3200 | 3200.1 | 17# | 0.776 | 1.080 | 0.330 | 2.55 | 8000 | 7998.2 | 18∗ | 1.000 | 1.520 | 0.476 | 2.55 | 5820 | 5804.1 | 19# | 0.987 | 1.450 | 0.450 | 2.55 | 6070 | 6072.7 | 20∗ | 1.337 | 1.412 | 0.200 | 2.55 | 6200 | 6196.7 | 21★ | 0.814 | 1.440 | 0.476 | 2.55 | 6380 | 6404.6 | 22★ | 0.790 | 1.620 | 0.550 | 2.55 | 5990 | 5848.2 | 23★ | 1.200 | 1.970 | 0.626 | 2.55 | 4660 | 4444 | 24# | 0.783 | 2.300 | 0.854 | 2.55 | 4600 | 4599.3 | 25∗ | 0.790 | 1.255 | 0.400 | 2.55 | 7134 | 7203.8 | 26# | 0.974 | 2.620 | 0.952 | 2.55 | 3980 | 3979.6 | 27★ | 1.020 | 2.640 | 0.952 | 2.55 | 3900 | 3900.3 | 28∗ | 0.790 | 1.185 | 0.017 | 2.22 | 8450 | 8293.9 | 29★ | 0.777 | 2.835 | 1.100 | 2.55 | 3900 | 3971.0 | 30# | 0.920 | 3.130 | 1.200 | 2.55 | 3470 | 3472.4 | 31∗ | 0.850 | 1.290 | 0.017 | 2.22 | 7740 | 7846 | 32# | 1.265 | 3.500 | 1.281 | 2.55 | 2980 | 2981.5 | 33# | 1.080 | 3.400 | 1.281 | 2.55 | 3150 | 3147.1 |
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