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

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
Main Authors: Bing Zhang, Xishun Zhu, Fadia Ali Khan, Sajjad Shaukat Jamal, Alanoud Al Mazroa, Rab Nawaz
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-10-01
Series:Frontiers in Neuroinformatics
Subjects:
ECG
compressed sensing
non-local similarity
weighted nuclear norm minimization
approximate message passing algorithm
Online Access:https://www.frontiersin.org/articles/10.3389/fninf.2024.1454244/full

Internet

https://www.frontiersin.org/articles/10.3389/fninf.2024.1454244/full

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