Prediction of slot‐position and slot‐size of a microstrip antenna using support vector regression
This article presents a synthesis modeling scheme of rectangular microstrip antenna with
support vector regression (SVR) scheme. Here, radiating patch and ground surface is …
support vector regression (SVR) scheme. Here, radiating patch and ground surface is …
Predicting the notch band frequency of an ultra-wideband antenna using artificial neural networks
L Aguni, S Chabaa, S Ibnyaich… - … Electronics and Control), 2021 - telkomnika.uad.ac.id
In this paper we propose to predict the notch frequency of an ultra-wideband (UWB) antenna
which operates in the frequency band from 3.85 GHz to 12.38 GHz. The prediction of the …
which operates in the frequency band from 3.85 GHz to 12.38 GHz. The prediction of the …
Soft computing approach to design a triple-band slotted microstrip patch antenna
ME Yiğit, GÖ Günel, ME Aydemir, T Günel - Applied Sciences, 2022 - mdpi.com
The design process of antenna structures that meet up-to-date requirements takes a long
time and brings a high computational load. In this paper, an approach based on Soft …
time and brings a high computational load. In this paper, an approach based on Soft …
Prediction of Slot Shape and Slot Size for Improving the Performance of Microstrip Antennas Using Knowledge‐Based Neural Networks
In the last decade, artificial neural networks have become very popular techniques for
computing different performance parameters of microstrip antennas. The proposed work …
computing different performance parameters of microstrip antennas. The proposed work …
WLAN/WIMAX patch antenna design using artificial neural networks
In this article, we propose a coplanar waveguide (CPW) antenna for WLAN/WIMAX
applications using the artificial neural network (ANN) technique. In order to attain the correct …
applications using the artificial neural network (ANN) technique. In order to attain the correct …
[PDF][PDF] Design and Analysis of Microstrip Line Feed Toppled T Shaped Microstrip Patch Antenna using Radial Basis Function Neural Network
This paper deals with the design of a microstrip line feed toppled T shaped microstrip patch
antenna that gives dualband characteristics at 4 GHz and 6.73 GHz respectively. The …
antenna that gives dualband characteristics at 4 GHz and 6.73 GHz respectively. The …
Prediction of slot-shape, slot-size and inserted air-gap of a microstrip antenna using knowledge-based neural network
In this paper, the slot-shape and slot-size introduced on the radiating surface of a microstrip
antenna as well as the inserted air-gap between the substrate sheet and ground plane are …
antenna as well as the inserted air-gap between the substrate sheet and ground plane are …
Genetic based approach to the synthesis of a cylindrical-rectangular microstrip conformal antenna using artificial neural network and support vector regression models
ME Yiğit, GÖ Günel, T Günel - 2017 10th International …, 2017 - ieeexplore.ieee.org
In this paper, a rectangular microstrip antenna which is conformed to a cylindrical surface is
synthesized by using Genetic Algorithm (GA), Support Vector Regression (SVR) and …
synthesized by using Genetic Algorithm (GA), Support Vector Regression (SVR) and …
SVR based design of triple band rectangular microstrip antenna for WLAN and 5G applications
ME Yiğit, GÖ Günel, T Günel - 2021 4th International …, 2021 - ieeexplore.ieee.org
In this paper, the design of a triple band rectangular microstrip antenna with triple slots for
WLAN and 5G applications has been presented. Support Vector Regression (SVR) model …
WLAN and 5G applications has been presented. Support Vector Regression (SVR) model …
SVR Approach to the Design of Dual-Band Rectangular Microstrip Antenna with a Pair of Slots for WLAN Applications
ME Yiğit, T Günel, GÖ Günel - 2019 11th International …, 2019 - ieeexplore.ieee.org
In this paper, Support Vector Regression (SVR) approach to the design of rectangular
microstrip antenna with a pair of slots operating in 2.4 GHz and 5 GHz frequency bands for …
microstrip antenna with a pair of slots operating in 2.4 GHz and 5 GHz frequency bands for …