In lieu of time-consuming full-wave simulations.Įlectrical, Electronic and Computer Engineering Such models are expected to be useful inĬAD-based environments for rapidly obtaining estimates of substrate/ground-plane size effects on gain characteristics Magnitude faster than it took to obtain them via direct simulation in CST. Furthermore, the GPR models could predict patterns at least two orders of Principal plane gain patterns, respectively. Probe-fed patch and the L-probe-fed patch for the thick-substrate probe-fed patch, RMSEs were 2.1 and 2.8% for the two Gain patterns could be predicted with normalised root-mean-square errors (RMSEs) of <1.8% for the thin-substrate CST Microwave Studio was used to generate training and test data for the GPR models. Two kinds of microstrip antenna wereĬonsidered, namely a probe-fed patch antenna on both thin and thick dielectric substrates, and an L-probe-fed patch on a Properties of microstrip antennas by means of Gaussian process regression (GPR). Show simple item record dc.thorĪ procedure is presented for characterising the effects of varying finite substrate/ground plane size on the gain
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