Design of Antennas through Artificial Intelligence: State of the Art and Challenges | IEEE Journals & Magazine | IEEE Xplore

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


Abstract:

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 ...Show More

Abstract:

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.
Published in: IEEE Communications Magazine ( Volume: 60, Issue: 12, December 2022)
Page(s): 96 - 102
Date of Publication: 26 September 2022

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