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Neural nets filters: integrated coding and signaling in communication systems
dc.contributor.author | Santamaría Pérez, María Eugenia |
dc.contributor.author | Lagunas Hernandez, Miguel A. |
dc.contributor.author | Cabrera-Bean, Margarita |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2016-06-21T12:15:49Z |
dc.date.available | 2016-06-21T12:15:49Z |
dc.date.issued | 1989 |
dc.identifier.citation | Santamaría, M., Lagunas, M., Margarita Cabrera-Bean. Neural nets filters: integrated coding and signaling in communication systems. A: Mediterranean Electrotechnical Conference. "MELECON '89: Mediterranean Electrotechnical Conference: April, 11-12-13, 1989: Forum Picoas, Lisboa". Lisboa: 1989, p. 532-535. |
dc.identifier.uri | http://hdl.handle.net/2117/88224 |
dc.description.abstract | The authors describe the potential of neural net filters in communication systems. They consider applications of neural networks in those fields associated with communications where time-varying linear systems need to be used; the structure of the neural net considered is the multiple-layer feed-forward network. It is shown that an FIR (finite impulse response) filter with finite representation of its output could be viewed as a two-layer neural net. Experiments on the equalization of nonlinear communication channels with memory are reported, demonstrating the potential of neural networks in integrated tools for signal processing and decoding |
dc.format.extent | 4 p. |
dc.language.iso | eng |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació |
dc.subject.lcsh | Filters and filtration |
dc.subject.lcsh | Signal processing |
dc.subject.other | Decoding |
dc.subject.other | Digital filters |
dc.subject.other | Encoding |
dc.subject.other | Filtering and prediction theory |
dc.title | Neural nets filters: integrated coding and signaling in communication systems |
dc.type | Conference report |
dc.subject.lemac | Filtres i filtració |
dc.subject.lemac | Tractament del senyal |
dc.contributor.group | Universitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions |
dc.identifier.doi | 10.1109/MELCON.1989.50099 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=50099 |
dc.rights.access | Open Access |
local.identifier.drac | 18570691 |
dc.description.version | Postprint (published version) |
local.citation.author | Santamaría, M.; Lagunas, M.; Cabrera-Bean, Margarita |
local.citation.contributor | Mediterranean Electrotechnical Conference |
local.citation.pubplace | Lisboa |
local.citation.publicationName | MELECON '89: Mediterranean Electrotechnical Conference: April, 11-12-13, 1989: Forum Picoas, Lisboa |
local.citation.startingPage | 532 |
local.citation.endingPage | 535 |