An automated optimization process for designing and optimising high‐performance single
microstrip antennas is presented. It consists of the successive use of two optimization …

In this paper an approach for optimizing the physical parameters of microstrip antennas is
presented. Although this method can be used for optimizing any kind of antennas, our focus …

In this work, a method for fast design optimization of broadband antennas is considered. The
approach is based on a feature‐based optimization (FBO) concept where reflection …

This paper deals with the design of a multi-slot hole-coupled microstrip antenna on a
substrate of 2 mm thickness that gives multi-frequency (wideband) characteristics. The …

This paper presents a focused and comprehensive literature survey on the use of machine
learning (ML) in antenna design and optimization. An overview of the conventional …

The design of microstrip antennas usually involves specifying the values of several
parameters that define its geometry and material characteristics. When there is a large …

The development of a neural network modeller for the optimisation of a dual-band multilayer
microstrip patch antenna is presented. The multilayer antenna is built on an in-house semi …

In this work, design optimization process of a multi-band antenna via the use of artificial
neural network (ANN) based surrogate model and meta-heuristic optimizers are studied. For …

An artificial neural network (ANN) is proposed to predict the input impedance of a
broadband antenna as a function of its geometric parameters. The input resistance of the …

Antenna design is a challenging task that includes, among others, the adjustment of
geometry and material parameters so as to obtain the required antenna response with …