Towards Intelligent Electromagnetic Inverse Scattering Using Deep Learning Techniques and Information Metasurfaces

Towards Intelligent Electromagnetic Inverse Scattering Using Deep Learning Techniques and Information Metasurfaces

Electromagnetic inverse scattering (EMIS) is uniquely positioned among many inversion methods because it enables to image the scene in a contactless, quantitative and super-resolution way. Although many EMIS approaches have been proposed to date, they usually suffer from two important challenges, i....

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Bibliographic Details
Main Authors: Che Liu, Hongrui Zhang, Lianlin Li, Tie Jun Cui
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Microwaves
Subjects:
MTT 70th Anniversary Special Issue
electromagnetic inverse scattering (EMIS)
contrast source inversion
physics-informed neural network (PINN)
unsupervised deep learning method
information metasurface
Online Access:https://ieeexplore.ieee.org/document/9990921/

Internet

https://ieeexplore.ieee.org/document/9990921/

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