A review on the design and optimization of antennas using machine learning algorithms and techniques

• Published in: International journal of RF and microwave computer-aided engineering Vol. 30; no. 10
• Main Authors: El Misilmani, Hilal M., Naous, Tarek, Al Khatib, Salwa K.
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.10.2020
• Subjects: Algorithms; Antenna design; Antennas; Computational electromagnetics; Design optimization; Literature reviews; Machine learning; neural networks; Numerical methods; Optimization; Regression analysis; Regression models; Scientific papers

This paper presents a focused and comprehensive literature survey on the use of machine learning (ML) in antenna design and optimization. An overview of the conventional computational electromagnetics and numerical methods used to gain physical insight into the design of the antennas is first presen...