Sequentially designed compressed sensing

J. Haupt, R.G. Baraniuk, R.M. Castro, R. Nowak

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

40 Citaten (Scopus)

Samenvatting

A sequential adaptive compressed sensing procedure for signal support recovery is proposed and analyzed. The procedure is based on the principle of distilled sensing, and makes used of sparse sensing matrices to perform sketching observations able to quickly identify irrelevant signal components. It is shown that adaptive compressed sensing enables recovery of weaker sparse signals than those that can be recovered using traditional non-adaptive compressed sensing approaches.
Originele taal-2Engels
TitelProceedings of the 2012 IEEE Statistical Signal Processing Workshop (Ann Arbor MI, USA, August 5-8, 2012)
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's401-404
ISBN van geprinte versie978-1-4673-0183-1
DOI's
StatusGepubliceerd - 2012
Evenementconference; 2012 IEEE Statistical Signal Processing Workshop; 2012-08-05; 2012-08-08 -
Duur: 5 aug 20128 aug 2012

Congres

Congresconference; 2012 IEEE Statistical Signal Processing Workshop; 2012-08-05; 2012-08-08
Periode5/08/128/08/12
Ander2012 IEEE Statistical Signal Processing Workshop

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