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 [1517]Average absolute error in analysis and synthesis Number of iteration required
Rectangular MSAsCircular MSAsTriangular MSAs
AnalysisSynthesisAnalysisSynthesisAnalysisSynthesis

BFG11.35 MHz1.1500 cm34.10 MHz1.8020 cm13.20 MHz1.4110 cm13049
BR31.33 MHz2.1300 cm27.20 MHz1.0290 cm22.70 MHz1.1620 cm12046
SCG25.53 MHz0.6800 cm25.80 MHz1.0310 cm24.50 MHz1.0110 cm19602
CGB5.100 MHz1.0900 cm15.10 MHz1.2310 cm35.40 MHz0.0150 cm14021
CGF14.50 MHz1.0300 cm14.30 MHz0.9160 cm18.50 MHz1.0130 cm11302
OSS21.80 MHz1.7600 cm1.020 MHz2.1060 cm23.70 MHz1.2040 cm14803
LM3.200 MHz0.0037 cm0.700 MHz0.0045 cm1.600 MHz0.0051 cm1476