Enhanced Deep Learning Approach Based on the Deep Convolutional Encoder-Decoder Architecture for Electromagnetic Inverse Scattering Problems

This letter proposes a novel deep learning (DL) approach to resolve the electromagnetic inverse scattering (EMIS) problems. The conventional approaches of resolving EMIS problems encounter assorted difficulties, such as high contrast, high computational cost, inevitable intrinsic nonlinearity, and s...

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Bibliographic Details
Published in:IEEE antennas and wireless propagation letters Vol. 19; no. 7; pp. 1211 - 1215
Main Authors: Yao, He Ming, Jiang, Lijun, Sha, Wei E. I.
Format: Journal Article
Language:English
Published: New York IEEE 01.07.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
ISSN:1536-1225, 1548-5757
Online Access:Get full text
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