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A Fast Sparse Recovery Algorithm for Compressed Sensing Using Approximate l(0) Norm and Modified Newton Method

In this paper, we propose a fast sparse recovery algorithm based on the approximate l(0) norm (FAL0), which is helpful in improving the practicability of the compressed sensing theory. We adopt a simple function that is continuous and differentiable to approximate the l(0) norm. With the aim of mini...

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Detalles Bibliográficos
Autores principales: Jin, Dingfei, Yang, Yue, Ge, Tao, Wu, Daole
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6515327/
https://www.ncbi.nlm.nih.gov/pubmed/30991650
http://dx.doi.org/10.3390/ma12081227