EA-ADMM: noisy tensor PARAFAC decomposition based on element-wise average ADMM

EA-ADMM: noisy tensor PARAFAC decomposition based on element-wise average ADMM

Abstract Tensor decomposition is widely used to exploit the internal correlation in multi-way data analysis and process for communications and radar systems. As one of the main tensor decomposition methods, CANDECOMP/PARAFAC decomposition has advantages of uniqueness and interpretation properties wh...

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Bibliographic Details
Main Authors: Gang Yue, Zhuo Sun
Format: Article
Language:English
Published: SpringerOpen 2022-10-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Tensor decomposition
Noise interference
Element-wise average
Tensor recovery
Tensor completion
Online Access:https://doi.org/10.1186/s13634-022-00928-6

Internet

https://doi.org/10.1186/s13634-022-00928-6

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