FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2985136126> ?p ?o ?g. }

• W2985136126 endingPage "753" @default.
• W2985136126 startingPage "736" @default.
• W2985136126 abstract "A wide range of highly-relevant problems in programmable and integrated photonics, optical amplification, and communication deal with inverse system design. Typically, a desired output (usually a gain profile, a noise profile, a transfer function or a similar continuous function) is given and the goal is to determine the corresponding set of input parameters (usually a set of input voltages, currents, powers, and wavelengths). We present a novel method for inverse system design using machine learning and apply it to Raman amplifier design. Inverse system design for Raman amplifiers consists of selecting pump powers and wavelengths that would result in a targeted gain profile. This is a challenging task due to highly-complex interaction between pumps and Raman gain. Using the proposed framework, highly-accurate predictions of the pumping setup for arbitrary Raman gain profiles are demonstrated numerically in C and C+L-band, as well as experimentally in C band, for the first time. A low mean (0.46 and 0.35 dB) and standard deviation (0.20 and 0.17 dB) of the maximum error are obtained for numerical (C+L-band) and experimental (C-band) results, respectively, when employing 4 pumps and 100 km span length. The presented framework is general and can be applied to other inverse problems in optical communication and photonics in general." @default.
• W2985136126 created "2019-11-22" @default.
• W2985136126 creator A5024188551 @default.
• W2985136126 creator A5025311119 @default.
• W2985136126 creator A5036145517 @default.
• W2985136126 creator A5044173756 @default.
• W2985136126 creator A5056219057 @default.
• W2985136126 creator A5078673358 @default.
• W2985136126 date "2020-02-15" @default.
• W2985136126 modified "2023-10-10" @default.
• W2985136126 title "Inverse System Design Using Machine Learning: The Raman Amplifier Case" @default.
• W2985136126 cites W1849271619 @default.
• W2985136126 cites W2029713202 @default.
• W2985136126 cites W2102493405 @default.
• W2985136126 cites W2125030758 @default.
• W2985136126 cites W2139234958 @default.
• W2985136126 cites W2152512991 @default.
• W2985136126 cites W2325063887 @default.
• W2985136126 cites W2507413285 @default.
• W2985136126 cites W2754492346 @default.
• W2985136126 cites W2791268275 @default.
• W2985136126 cites W2811419167 @default.
• W2985136126 cites W2888353605 @default.
• W2985136126 cites W2900754233 @default.
• W2985136126 cites W2901365060 @default.
• W2985136126 cites W3105195789 @default.
• W2985136126 doi "https://doi.org/10.1109/jlt.2019.2952179" @default.
• W2985136126 hasPublicationYear "2020" @default.
• W2985136126 type Work @default.
• W2985136126 sameAs 2985136126 @default.
• W2985136126 citedByCount "56" @default.
• W2985136126 countsByYear W29851361262020 @default.
• W2985136126 countsByYear W29851361262021 @default.
• W2985136126 countsByYear W29851361262022 @default.
• W2985136126 countsByYear W29851361262023 @default.
• W2985136126 crossrefType "journal-article" @default.
• W2985136126 hasAuthorship W2985136126A5024188551 @default.
• W2985136126 hasAuthorship W2985136126A5025311119 @default.
• W2985136126 hasAuthorship W2985136126A5036145517 @default.
• W2985136126 hasAuthorship W2985136126A5044173756 @default.
• W2985136126 hasAuthorship W2985136126A5056219057 @default.
• W2985136126 hasAuthorship W2985136126A5078673358 @default.
• W2985136126 hasBestOaLocation W29851361262 @default.
• W2985136126 hasConcept C101649071 @default.
• W2985136126 hasConcept C120665830 @default.
• W2985136126 hasConcept C121332964 @default.
• W2985136126 hasConcept C127413603 @default.
• W2985136126 hasConcept C129404179 @default.
• W2985136126 hasConcept C134306372 @default.
• W2985136126 hasConcept C135252773 @default.
• W2985136126 hasConcept C194257627 @default.
• W2985136126 hasConcept C207467116 @default.
• W2985136126 hasConcept C20788544 @default.
• W2985136126 hasConcept C24326235 @default.
• W2985136126 hasConcept C2524010 @default.
• W2985136126 hasConcept C2776257435 @default.
• W2985136126 hasConcept C33923547 @default.
• W2985136126 hasConcept C41008148 @default.
• W2985136126 hasConcept C520434653 @default.
• W2985136126 hasConcept C6260449 @default.
• W2985136126 hasConcept C76155785 @default.
• W2985136126 hasConceptScore W2985136126C101649071 @default.
• W2985136126 hasConceptScore W2985136126C120665830 @default.
• W2985136126 hasConceptScore W2985136126C121332964 @default.
• W2985136126 hasConceptScore W2985136126C127413603 @default.
• W2985136126 hasConceptScore W2985136126C129404179 @default.
• W2985136126 hasConceptScore W2985136126C134306372 @default.
• W2985136126 hasConceptScore W2985136126C135252773 @default.
• W2985136126 hasConceptScore W2985136126C194257627 @default.
• W2985136126 hasConceptScore W2985136126C207467116 @default.
• W2985136126 hasConceptScore W2985136126C20788544 @default.
• W2985136126 hasConceptScore W2985136126C24326235 @default.
• W2985136126 hasConceptScore W2985136126C2524010 @default.
• W2985136126 hasConceptScore W2985136126C2776257435 @default.
• W2985136126 hasConceptScore W2985136126C33923547 @default.
• W2985136126 hasConceptScore W2985136126C41008148 @default.
• W2985136126 hasConceptScore W2985136126C520434653 @default.
• W2985136126 hasConceptScore W2985136126C6260449 @default.
• W2985136126 hasConceptScore W2985136126C76155785 @default.
• W2985136126 hasFunder F4320334678 @default.
• W2985136126 hasIssue "4" @default.
• W2985136126 hasLocation W29851361261 @default.
• W2985136126 hasLocation W29851361262 @default.
• W2985136126 hasOpenAccess W2985136126 @default.
• W2985136126 hasPrimaryLocation W29851361261 @default.
• W2985136126 hasRelatedWork W1966762283 @default.
• W2985136126 hasRelatedWork W2009628104 @default.
• W2985136126 hasRelatedWork W2033512466 @default.
• W2985136126 hasRelatedWork W2058976086 @default.
• W2985136126 hasRelatedWork W2075373621 @default.
• W2985136126 hasRelatedWork W2127502534 @default.
• W2985136126 hasRelatedWork W2135532058 @default.
• W2985136126 hasRelatedWork W2157958615 @default.
• W2985136126 hasRelatedWork W2503164808 @default.
• W2985136126 hasRelatedWork W92013752 @default.
• W2985136126 hasVolume "38" @default.
• W2985136126 isParatext "false" @default.
• W2985136126 isRetracted "false" @default.

• next