A novel transmission-augmented deep unfolding network with consideration of residual recovery

Abstract Compressive sensing (CS) has been widely applied in signal processing field, especially for image reconstruction tasks. CS simplifies the sampling and compression procedures, but leaves the difficulty to the nonlinear reconstruction. Traditional CS reconstruction algorithms are usually iter...

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Bibliographic Details
Main Authors: Zhijie Zhang, Huang Bai, Ljubiša Stanković, Junmei Sun, Xiumei Li
Format: Article
Language:English
Published: Springer 2025-01-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01727-2
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