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Computable performance guarantees for compressed sensing matrices

The null space condition for ℓ(1) minimization in compressed sensing is a necessary and sufficient condition on the sensing matrices under which a sparse signal can be uniquely recovered from the observation data via ℓ(1) minimization. However, verifying the null space condition is known to be compu...

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Detalles Bibliográficos
Autores principales: Cho, Myung, Vijay Mishra, Kumar, Xu, Weiyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829123/
https://www.ncbi.nlm.nih.gov/pubmed/29503664
http://dx.doi.org/10.1186/s13634-018-0535-y