A Physically Preprocessed CNN-Based Mutual Coupling Model for MIMO Antennas

This paper presents a CNN network incorporates antenna correlation information through physical preprocessing to address the channel capacity estimation problem for strongly coupled antenna arrays. The proposed method not only satisfies millisecond response requirements but also surpasses traditional analytical solutions and direct modelling networks in terms of prediction accuracy and dataset construction cost.