DC Field | Value | Language |
---|---|---|
dc.contributor.author | Reza, Ahmed Galib | ko |
dc.contributor.author | Rhee, June-Koo Kevin | ko |
dc.date.accessioned | 2018-08-20T07:46:55Z | - |
dc.date.available | 2018-08-20T07:46:55Z | - |
dc.date.created | 2018-08-06 | - |
dc.date.created | 2018-08-06 | - |
dc.date.issued | 2018-08 | - |
dc.identifier.citation | IEEE PHOTONICS TECHNOLOGY LETTERS, v.30, no.15, pp.1416 - 1419 | - |
dc.identifier.issn | 1041-1135 | - |
dc.identifier.uri | http://hdl.handle.net/10203/244810 | - |
dc.description.abstract | Nonlinear distortion from a directly modulated laser (DML) is one of the major limiting factors to enhance the transmission capacity beyond 10 Gb/s for an intensity modulation direct-detection optical access network. In this letter, we propose and demonstrate a low-complexity nonlinear equalizer (NLE) based on a machine-learning algorithm called artificial neural network (ANN). Experimental results for a DML-based 20-Gb/s signal transmission over an 18-km SMF-28e fiber at 1310-nm employing pulse amplitude modulation (PAM)-4 confirm that the proposed ANN-NLE equalizer can increase the channel capacity and significantly reduce the impact of nonlinear penalties. | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.title | Nonlinear Equalizer Based on Neural Networks for PAM-4 Signal Transmission Using DML | - |
dc.type | Article | - |
dc.identifier.wosid | 000439384300005 | - |
dc.identifier.scopusid | 2-s2.0-85049326331 | - |
dc.type.rims | ART | - |
dc.citation.volume | 30 | - |
dc.citation.issue | 15 | - |
dc.citation.beginningpage | 1416 | - |
dc.citation.endingpage | 1419 | - |
dc.citation.publicationname | IEEE PHOTONICS TECHNOLOGY LETTERS | - |
dc.identifier.doi | 10.1109/LPT.2018.2852327 | - |
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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