ADMM-Net for Beamforming Based on Linear Rectification with the Atomic Norm Minimization

ADMM-Net for Beamforming Based on Linear Rectification with the Atomic Norm Minimization

Target misalignment can cause beam pointing deviations and degradation of sidelobe performance. In order to eliminate the effect of target misalignment, we formulate the jamming sub-space recovery problem as a linearly modified atomic norm-based optimization. Then, we develop a deep-unfolding networ...

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Bibliographic Details
Main Authors: Zhenghui Gong, Xinyu Zhang, Mingjian Ren, Xiaolong Su, Zhen Liu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Remote Sensing
Subjects:
beamforming
alternating direction method of multipliers
atomic norm minimization
deep-unfolding
Online Access:https://www.mdpi.com/2072-4292/16/1/96

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