DC Field | Value | Language |
---|---|---|
dc.contributor.author | Reza, Ahmed Galib | ko |
dc.contributor.author | Rhee, June-Koo Kevin | ko |
dc.date.accessioned | 2021-06-30T01:10:06Z | - |
dc.date.available | 2021-06-30T01:10:06Z | - |
dc.date.created | 2021-06-30 | - |
dc.date.issued | 2021-07 | - |
dc.identifier.citation | OPTICAL FIBER TECHNOLOGY, v.64 | - |
dc.identifier.issn | 1068-5200 | - |
dc.identifier.uri | http://hdl.handle.net/10203/286279 | - |
dc.description.abstract | A novel blind equalization scheme based on a machine learning algorithm called artificial neural network (ANN) is proposed and experimentally demonstrated to compensate for the dynamic nonlinear behavior of a 10-G class 1310-nm directly modulated laser (DML) in pulse amplitude modulated (PAM)-4 signal transmissions. The dynamic nonlinearity is often seen as the major limiting factor against the transmission capacity beyond 10 Gbit/s in an intensity modulation and direct-detection (IM/DD) optical access network. The bit error rate (BER) results for 12.5-GBaud PAM-4 signal transmissions over a 25-km single-mode fiber (SMF) verify that the proposed blind equalization scheme can mitigate the dynamic system nonlinearity without requiring any pre-determined data sequences and also can achieve comparable performance without increasing the complexity in comparison with the supervised learning technique. | - |
dc.language | English | - |
dc.publisher | ELSEVIER SCIENCE INC | - |
dc.title | Blind nonlinear equalizer using artificial neural networks for PAM-4 signal transmissions with DMLs | - |
dc.type | Article | - |
dc.identifier.wosid | 000660465800006 | - |
dc.identifier.scopusid | 2-s2.0-85107749241 | - |
dc.type.rims | ART | - |
dc.citation.volume | 64 | - |
dc.citation.publicationname | OPTICAL FIBER TECHNOLOGY | - |
dc.identifier.doi | 10.1016/j.yofte.2021.102582 | - |
dc.contributor.localauthor | Rhee, June-Koo Kevin | - |
dc.description.isOpenAccess | N | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | Artificial neural networks | - |
dc.subject.keywordAuthor | Direct detection | - |
dc.subject.keywordAuthor | Pulse amplitude modulation | - |
dc.subject.keywordAuthor | Optical access network | - |
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