Research Article
A Generalized ANN Model for Analyzing and Synthesizing Rectangular, Circular, and Triangular Microstrip Antennas
Table 4
Comparison of average absolute error versus training algorithm.
| Training algorithm [15–17] | Average absolute error in analysis and synthesis |
Number of iteration required | Rectangular MSAs | Circular MSAs | Triangular MSAs | Analysis | Synthesis | Analysis | Synthesis | Analysis | Synthesis |
| BFG | 11.35 MHz | 1.1500 cm | 34.10 MHz | 1.8020 cm | 13.20 MHz | 1.4110 cm | 13049 | BR | 31.33 MHz | 2.1300 cm | 27.20 MHz | 1.0290 cm | 22.70 MHz | 1.1620 cm | 12046 | SCG | 25.53 MHz | 0.6800 cm | 25.80 MHz | 1.0310 cm | 24.50 MHz | 1.0110 cm | 19602 | CGB | 5.100 MHz | 1.0900 cm | 15.10 MHz | 1.2310 cm | 35.40 MHz | 0.0150 cm | 14021 | CGF | 14.50 MHz | 1.0300 cm | 14.30 MHz | 0.9160 cm | 18.50 MHz | 1.0130 cm | 11302 | OSS | 21.80 MHz | 1.7600 cm | 1.020 MHz | 2.1060 cm | 23.70 MHz | 1.2040 cm | 14803 | LM | 3.200 MHz | 0.0037 cm | 0.700 MHz | 0.0045 cm | 1.600 MHz | 0.0051 cm | 1476 |
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