A Novel Iterative Thresholding Algorithm for Arctangent Regularization Problem

In this work, we derive the proximity operator of an arctangent penalty, which is expressed using hyperbolic functions of sine and cosine. This penalty is then applied to sparse signal recovery, and an efficient arctangent regularization iterative thresholding (ARIT) algorithm is proposed, offering...

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Veröffentlicht in:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) S. 9651 - 9655
Hauptverfasser:	He, Zihao, Shu, Qianyu, Wen, Jinming, So, Hing Cheung
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 14.04.2024
Schlagworte:	Acoustics arctangent regularization Closed-form solutions Compressed sensing Iterative algorithms iterative thresholding algorithm Sensors Signal processing Signal processing algorithms Speech processing
ISSN:	2379-190X
Online-Zugang:	Volltext
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