Mostra el registre d'ítem simple
Double shrinkage correction in sample LMMSE estimation
dc.contributor.author | Serra, Jordi |
dc.contributor.author | Nájar Martón, Montserrat |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2014-03-12T15:39:43Z |
dc.date.created | 2013 |
dc.date.issued | 2013 |
dc.identifier.citation | Serra, J.; Najar, M. Double shrinkage correction in sample LMMSE estimation. A: European Signal Processing Conference. "Proceedings of the 21st European Signal Processing Conference (EUSIPCO), 2013: 9-13 September, 2013: Marrakech, Morocco". Marrakesh: European Association for Signal Processing (EURASIP), 2013, p. 1-5. |
dc.identifier.uri | http://hdl.handle.net/2117/22011 |
dc.description.abstract | The sample linear minimum mean square error (LMMSE) es- timator undergoes high performance degradation in the small sample size regime. Herein a double shrinkage correction is proposed to alleviate this problem. First, an af ne transfor- mation of the sample covariance matrix (SCM) is considered within the LMMSE. Second, a linear transformation of that modi ed lter is proposed. The linear transformation mini- mizes the asymptotic MSE of the lter given a shrinkage of the SCM. And the shrinkage of the SCM optimizes the as- ymptotic MSE of the data covariance. Simulations highlight that the proposed estimator outperforms robust methods to the small sample size, namely LMMSE based on diagonal load- ing (DL) or Ledoit-Wolf (LW) regularizations of the SCM |
dc.format.extent | 5 p. |
dc.language.iso | eng |
dc.publisher | European Association for Signal Processing (EURASIP) |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament del senyal en les telecomunicacions |
dc.subject.lcsh | Signal processing |
dc.subject.other | LMMSE |
dc.subject.other | Shrinkage |
dc.subject.other | Small sample size |
dc.subject.other | Random matrix theory |
dc.title | Double shrinkage correction in sample LMMSE estimation |
dc.type | Conference report |
dc.subject.lemac | Tractament del senyal |
dc.contributor.group | Universitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://www.eurasip.org/Proceedings/Eusipco/Eusipco2013/papers/1569744943.pdf |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 13434555 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Serra, J.; Najar, M. |
local.citation.contributor | European Signal Processing Conference |
local.citation.pubplace | Marrakesh |
local.citation.publicationName | Proceedings of the 21st European Signal Processing Conference (EUSIPCO), 2013: 9-13 September, 2013: Marrakech, Morocco |
local.citation.startingPage | 1 |
local.citation.endingPage | 5 |