Show simple item record

dc.creatorGuesmi, Latifa
dc.creatorFathallah, Habib
dc.creatorMenif, Mourad
dc.date.accessioned2021-01-21T18:03:19Z
dc.date.available2021-01-21T18:03:19Z
dc.identifier.otherhttps://www.intechopen.com/books/advanced-applications-for-artificial-neural-networks/modulation-format-recognition-using-artificial-neural-networks-for-the-next-generation-optical-netwo
dc.identifier.urihttp://hdl.handle.net/20.500.12010/16832
dc.format.extent19 páginasspa
dc.format.mimetypeapplication/pdfspa
dc.language.isoengspa
dc.publisherIntechOpenspa
dc.subjectIngeniería de softwarespa
dc.titleModulation Format Recognition Using Artificial Neural Networks for the Next Generation Optical Networksspa
dc.subject.lembRedes neuronales artificialesspa
dc.subject.lembRedes ópticasspa
dc.subject.lembReconocimiento de formato de modulaciónspa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.rights.localAbierto (Texto Completo)spa
dc.identifier.doi10.5772/intechopen.70954
dc.relation.referencesLatifa Guesmi, Habib Fathallah and Mourad Menif (February 28th 2018). Modulation Format Recognition Using Artificial Neural Networks for the Next Generation Optical Networks, Advanced Applications for Artificial Neural Networks, Adel El-Shahat, IntechOpen, DOI: 10.5772/intechopen.70954.spa
dc.description.abstractenglishTransmission systems that use advanced complex modulation schemes have been driving the growth of optical communication networks for nearly a decade. In fact, the adoption of advanced modulation schemes and digital coherent systems has led researchers and industry communities to develop new strategies for network diagnosis and management. A prior knowledge of modulation formats and symbol rates of all received optical signals is needed. Our approach of modulation formats identification is based on artificial neural networks (ANNs) in conjunction with different features extraction approaches. Unlike the existing techniques, our ANN-based pattern recognition algorithm facilitates the modulation format classification with higher accuracies.spa
dc.type.coarhttp://purl.org/coar/resource_type/c_2f33spa
dc.rights.creativecommonshttps://creativecommons.org/licenses/by-nc-nd/4.0/legalcode


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record