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Design of Antennas through Artificial Intelligence : State of the Art and Challenges

The antenna is a critical part of the RF front end of a communication system. In this study, we present some of the major applications of artificial intelligence (AI) to antenna design. We review the previous research and applications of several AI techniques such as evolutionary algorithms, machine learning, and knowledge representation ontologies. Applications may vary from antenna design to antenna features evaluation in a research field, which is rapidly growing. Finally, we summarize the challenges of new AI techniques in antenna design based on the current state of the art and predict its future research directions.

Ketersediaan

Informasi Detail

Judul Seri

IEEE COMMUNICATIONS MAGAZINE; Vol.60 No.12 December 2022

No. Panggil

-

Penerbit

: .,

Deskripsi Fisik

p. 96-102

Bahasa

English

ISBN/ISSN

-

Klasifikasi

NONE

Tipe Isi

-

Tipe Media

-

Tipe Pembawa

-

Edisi

-

Subjek

GENETIC ALGORITHMS
OPTIMIZATION
ANTENNAS
CODES
ANTENNA ARRAYS
BEHAVIORAL SCIENCES
LINEAR ANTENNA ARRAYS

Info Detail Spesifik

DOI: 10.1109/MCOM.006.2200124

Pernyataan Tanggungjawab

Sotirios K. Goudos, Panagiotis D. Diamantoulakis, Mohammad A. Matin, Panagiotis Sarigiannidis, Shaohua Wan, George K. Karagiannidis

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