CNN-based eye pattern analysis and BER prediction in PAM4 inter-datacenter optical connections impaired by intercore crosstalk

To meet the required future challenge of providing enough bandwidth to achieve high data traffic rates in datacenter links, four-level pulse amplitude modulation (PAM4) signals transmission in short-haul intensity modulation-direct detection datacenters connections supported by homogeneous weakly-co...

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Bibliographic Details
Main Author: Esteves, Sofia Pérsio Eugénio (author)
Format: masterThesis
Language:eng
Published: 2022
Subjects:
Bit error rate
Convolutional neural network
Inter-core crosstalk
Machine learning
Multicore fiber
Aprendizagem automática
Crosstalk entre núcleos
Fibras multinúcleo
Rede neuronal convolucional
Taxa de erros binários
Online Access:http://hdl.handle.net/10071/24298
Country:Portugal
Oai:oai:repositorio.iscte-iul.pt:10071/24298

Internet

http://hdl.handle.net/10071/24298

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