IEEE

Machine Learning-Assisted Synthesis of Large Nonuniform Antenna Arrays Including Mutual Coupling With an Equivalent Small Array Model

Abstract: Mutual coupling in nonuniform antenna arrays is much more complicated and difficult to describe than their uniform counterparts. Therefore, traditional nonuniform antenna array synthesis ...
IEEE

Novel Physics-Aware Attention-Based Machine Learning Approach for Mutual Coupling Modeling

Abstract: This article presents a physics-aware convolutional long short-term memory (PC-LSTM) network for efficient and accurate modeling of mutual impedance matrices in dipole antenna arrays. By ...