Sotirios K. Goudos,Panagiotis D. Diamantoulakis,M. A. Matin,Panagiotis Sarigiannidis,Shaohua Wan,George K. Karagiannidis
出处
期刊:IEEE Communications Magazine [Institute of Electrical and Electronics Engineers] 日期:2022-09-26卷期号:60 (12): 96-102被引量:21
标识
DOI:10.1109/mcom.006.2200124
摘要
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.