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Binary graphs and message passing strategies for compressed sensing in the noiseless setting
dc.contributor.author | Ramírez Javega, Francisco |
dc.contributor.author | Lamarca Orozco, M. Meritxell |
dc.contributor.author | Villares Piera, Nemesio Javier |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2013-03-19T16:59:00Z |
dc.date.created | 2012 |
dc.date.issued | 2012 |
dc.identifier.citation | Ramirez, F.; Lamarca, M.; Villares, N. Binary graphs and message passing strategies for compressed sensing in the noiseless setting. A: IEEE International Symposium on Information Theory. "2012 IEEE International Symposium on Information Theory Proceedings: took place July 1-6, 2012, in Cambridge, Massachusetts, USA". Cambridge, Massachusetts: Institute of Electrical and Electronics Engineers (IEEE), 2012, p. 1867-1871. |
dc.identifier.isbn | 978-1-4673-2579-0 |
dc.identifier.uri | http://hdl.handle.net/2117/18420 |
dc.description.abstract | We propose a scheme for Compressed Sensing in the noiseless setting that reconstructs the original signal operating on a binary graph where the samples are obtained sequentially. The proposed scheme has an affordable computational complexity and a large performance enhancement with respect to similar schemes in the literature, thanks to the proposed measurement matrix structure and enhanced decoding based on a message passing algorithm. |
dc.format.extent | 5 p. |
dc.language.iso | eng |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Radiocomunicació i exploració electromagnètica::Comunicacions mòbils |
dc.subject.lcsh | Signal processing |
dc.subject.lcsh | Mobile communication systems |
dc.title | Binary graphs and message passing strategies for compressed sensing in the noiseless setting |
dc.type | Conference report |
dc.subject.lemac | Tractament del senyal |
dc.subject.lemac | Comunicacions mòbils, Sistemes de |
dc.contributor.group | Universitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions |
dc.identifier.doi | 10.1109/ISIT.2012.6283604 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6283604&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6283604 |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 11364944 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Ramirez, F.; Lamarca, M.; Villares, N. |
local.citation.contributor | IEEE International Symposium on Information Theory |
local.citation.pubplace | Cambridge, Massachusetts |
local.citation.publicationName | 2012 IEEE International Symposium on Information Theory Proceedings: took place July 1-6, 2012, in Cambridge, Massachusetts, USA |
local.citation.startingPage | 1867 |
local.citation.endingPage | 1871 |