SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications

Danilo F. Poveda-Pulla, Jefferson V. Dominguez-Paute, Luis F. Guerrero-Vásquez, Paúl A. Chasi-Pesántez, Jorge O. Ordoñez-Ordoñez, Tatiana A. Jara-Quito

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper proposes a new self-adaptive technique in the control parameters of the Differential Evolution (DE) Algorithm called SACPDE. The main focus of this technique is the modification of the DE algorithm through the implementation of a dispersion operator (present in the Bacterial Foraging Optimization algorithm), and a correlation-supported cost function, the same that compares the response of each search agent with a pattern response defined previously. SACPDE has been implemented for optimization in the design of patch antennas and Notch-filters. In the first case, circular and rectangular patch antennas are designed with the objective of minimizing the reflection coefficient in the resonant frequencies of 2.1, 2.4, 5, and 5.8 GHz. In the second case, a Notch-filter was designed in an Ultra Wide Band (UWB) Vivaldi antenna to reject the bands for applications in the IEEE 802.11a-b standards and radio bands dedicated to Industrial, Scientific, and Medical purposes (ISM) located between 5.15 to 5.35 and 5.725 to 5.825 GHz.

Original languageEnglish
Title of host publicationProceedings of 6th International Congress on Information and Communication Technology, ICICT 2021
EditorsXin-She Yang, Simon Sherratt, Nilanjan Dey, Amit Joshi
PublisherSpringer Science and Business Media Deutschland GmbH
Pages575-589
Number of pages15
ISBN (Print)9789811621017
DOIs
StatePublished - 2022
Event6th International Congress on Information and Communication Technology, ICICT 2021 - Virtual, Online
Duration: 25 Feb 202126 Feb 2021

Publication series

NameLecture Notes in Networks and Systems
Volume217
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference6th International Congress on Information and Communication Technology, ICICT 2021
CityVirtual, Online
Period25/02/2126/02/21

Bibliographical note

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

Keywords

  • Differential evolution
  • Nature-inspired
  • Optimization
  • Self-adaptive
  • UWB Antenna

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