Research on ECG signal reconstruction based on improved weighted nuclear norm minimization and approximate message passing algorithm

In order to improve the energy efficiency of wearable devices, it is necessary to compress and reconstruct the collected electrocardiogram data. The compressed data may be mixed with noise during the transmission process. The denoising-based approximate message passing (AMP) algorithm performs well...

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Bibliographic Details
Published in:	Frontiers in neuroinformatics Vol. 18; p. 1454244
Main Authors:	Zhang, Bing, Zhu, Xishun, Khan, Fadia Ali, Jamal, Sajjad Shaukat, Mazroa, Alanoud Al, Nawaz, Rab
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Research Foundation 08.10.2024 Frontiers Media S.A
Subjects:	Algorithms approximate message passing algorithm compressed sensing Convex analysis Decomposition Dictionaries ECG EKG Electrocardiography Neuroscience non-local similarity Optimization Sparsity Wavelet transforms weighted nuclear norm minimization ECG weighted nuclear norm minimization non-local similarity approximate message passing algorithm compressed sensing
ISSN:	1662-5196, 1662-5196
Online Access:	Get full text
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