Reliable parameter tuning of multi-band antennas using penalty-based regularization

Slawomir Koziel; Anna Pietrenko-Dabrowska

doi:10.1109/ACES53325.2021.00055

Reliable parameter tuning of multi-band antennas using penalty-based regularization

Slawomir Koziel
, Anna Pietrenko-Dabrowska

Department of Engineering

Reykjavik University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper proposes a penalty-based regularization for improved-reliability parameter tuning of multi-band antennas. The regularization term complements the standard objective function (e.g., minimax) to facilitate relocation of the antenna operating frequencies to the target values using local search routines. Numerical verification carried out using a triple-band dipole antenna demonstrates the efficacy of the approach as compared to the conventional formulation.

Original language	English
Title of host publication	2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781733509626
DOIs	https://doi.org/10.1109/ACES53325.2021.00055
Publication status	Published - 1 Aug 2021
Event	2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021 - Virtual, Hamilton, Canada Duration: 1 Aug 2021 → 5 Aug 2021

Publication series

Name	2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021

Conference

Conference	2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021
Country/Territory	Canada
City	Virtual, Hamilton
Period	1/08/21 → 5/08/21

Bibliographical note

Funding Information: ACKNOWLEDGMENT This work is partially supported by the Icelandic Centre for Research (RANNIS) Grant 206606, and by National Science Centre of Poland Grant 2017/27/B/ST7/00563. Publisher Copyright: © 2021 Applied Computational Electromagnetics Society.

Other keywords

Antenna optimization
Design closure
Gradient-based optimization
Penalty function approach
Regularization

Access to Document

10.1109/ACES53325.2021.00055

Cite this

Koziel, S., & Pietrenko-Dabrowska, A. (2021). Reliable parameter tuning of multi-band antennas using penalty-based regularization. In 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021 (2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACES53325.2021.00055

Koziel, Slawomir ; Pietrenko-Dabrowska, Anna. / Reliable parameter tuning of multi-band antennas using penalty-based regularization. 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021).

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title = "Reliable parameter tuning of multi-band antennas using penalty-based regularization",

abstract = "This paper proposes a penalty-based regularization for improved-reliability parameter tuning of multi-band antennas. The regularization term complements the standard objective function (e.g., minimax) to facilitate relocation of the antenna operating frequencies to the target values using local search routines. Numerical verification carried out using a triple-band dipole antenna demonstrates the efficacy of the approach as compared to the conventional formulation.",

keywords = "Antenna optimization, Design closure, Gradient-based optimization, Penalty function approach, Regularization",

author = "Slawomir Koziel and Anna Pietrenko-Dabrowska",

note = "Funding Information: ACKNOWLEDGMENT This work is partially supported by the Icelandic Centre for Research (RANNIS) Grant 206606, and by National Science Centre of Poland Grant 2017/27/B/ST7/00563. Publisher Copyright: {\textcopyright} 2021 Applied Computational Electromagnetics Society.; 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021 ; Conference date: 01-08-2021 Through 05-08-2021",

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doi = "10.1109/ACES53325.2021.00055",

language = "English",

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Koziel, S & Pietrenko-Dabrowska, A 2021, Reliable parameter tuning of multi-band antennas using penalty-based regularization. in 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021. 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021, Institute of Electrical and Electronics Engineers Inc., 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021, Virtual, Hamilton, Canada, 1/08/21. https://doi.org/10.1109/ACES53325.2021.00055

Reliable parameter tuning of multi-band antennas using penalty-based regularization. / Koziel, Slawomir; Pietrenko-Dabrowska, Anna.
2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Pietrenko-Dabrowska, Anna

N1 - Funding Information: ACKNOWLEDGMENT This work is partially supported by the Icelandic Centre for Research (RANNIS) Grant 206606, and by National Science Centre of Poland Grant 2017/27/B/ST7/00563. Publisher Copyright: © 2021 Applied Computational Electromagnetics Society.

PY - 2021/8/1

Y1 - 2021/8/1

N2 - This paper proposes a penalty-based regularization for improved-reliability parameter tuning of multi-band antennas. The regularization term complements the standard objective function (e.g., minimax) to facilitate relocation of the antenna operating frequencies to the target values using local search routines. Numerical verification carried out using a triple-band dipole antenna demonstrates the efficacy of the approach as compared to the conventional formulation.

AB - This paper proposes a penalty-based regularization for improved-reliability parameter tuning of multi-band antennas. The regularization term complements the standard objective function (e.g., minimax) to facilitate relocation of the antenna operating frequencies to the target values using local search routines. Numerical verification carried out using a triple-band dipole antenna demonstrates the efficacy of the approach as compared to the conventional formulation.

KW - Antenna optimization

KW - Design closure

KW - Gradient-based optimization

KW - Penalty function approach

KW - Regularization

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DO - 10.1109/ACES53325.2021.00055

M3 - Conference contribution

T3 - 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021

BT - 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021

Y2 - 1 August 2021 through 5 August 2021

ER -

Koziel S, Pietrenko-Dabrowska A. Reliable parameter tuning of multi-band antennas using penalty-based regularization. In 2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (2021 International Applied Computational Electromagnetics Society Symposium, ACES 2021). doi: 10.1109/ACES53325.2021.00055

Reliable parameter tuning of multi-band antennas using penalty-based regularization

Abstract

Publication series

Conference

Bibliographical note

Other keywords

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Cite this