Intelligent Phase Mapping Approach via Neural Networks on Metasurfaces

2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (USNC-URSI)(2023)

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摘要
An Intelligent Phase Mapping Approach via Neural Networks (PM-NN) on metasurfaces is proposed in this paper, which is characterized by the performances of stable feasibility in different sizes and broadband. The technology of multi-layer perceptron (MLP) is introduced to address the limitation of traditional empirical formulas in nonlinearity representation. Experiments verify the validity of PM-NN. For future works, more discussions of the proposed PM0NN will be applied to further complex metasurfaces.
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关键词
complex metasurfaces,intelligent phase mapping approach,MLP,multilayer perceptron,neural networks,nonlinearity representation,PM-NN
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