arXiv (Cornell University)
A Machine Learning Generative Method for Automating Antenna Design and Optimization
February 2022 • Yang Zhong, Peter Renner, Weiping Dou, Ye Geng, Jiang Zhu, Qing Liu
To facilitate the antenna design with the aid of computer, one of the practices in consumer electronic industry is to model and optimize antenna performances with a simplified antenna geometric scheme. Traditional antenna modeling requires profound prior knowledge of electromagnetics in order to achieve a good design which satisfies the performance specifications from both antenna and product designs. The ease of handling multidimensional optimization problems and the less dependence on domain knowledge and experi…