Matches in SemOpenAlex for { <https://semopenalex.org/work/W4292178056> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4292178056 endingPage "328" @default.
- W4292178056 startingPage "311" @default.
- W4292178056 abstract "The medium for next-generation communication is considered as fiber for fast, secure communication and switching capability. Mode division and space division multiplexing provide an excellent switching capability with high data transmission rate. In this work, the authors have approached an inverse modeling technique using regression-based machine learning to design a weakly coupled few-mode fiber for facilitating mode division multiplexing. The technique is adapted to predict the accurate profile parameters for the proposed few-mode fiber to obtain the maximum number of modes. It is for a three-ring-core few-mode fiber for guiding five, ten, fifteen, and twenty modes. Three types of regression models namely ordinary least-square linear multi-output regression, k-nearest neighbors of multi-output regression, and ID3 algorithm-based decision trees for multi-output regression are used for predicting the multiple profile parameters. It is observed that the ID3-based decision tree for multioutput regression is the robust, highly-accurate machine learning model for fast modeling of FMFs. The proposed fiber claims to be an efficient candidate for the next-generation 5G and 6G backhaul networks using mode division multiplexing." @default.
- W4292178056 created "2022-08-18" @default.
- W4292178056 creator A5039441325 @default.
- W4292178056 creator A5068303862 @default.
- W4292178056 creator A5074817752 @default.
- W4292178056 creator A5088162231 @default.
- W4292178056 date "2023-01-01" @default.
- W4292178056 modified "2023-10-17" @default.
- W4292178056 title "Machine Learning-based Inverse Model for Few-Mode Fiber Designs" @default.
- W4292178056 cites W2038149300 @default.
- W4292178056 cites W2110740016 @default.
- W4292178056 cites W2114369939 @default.
- W4292178056 cites W2126266181 @default.
- W4292178056 cites W2153261891 @default.
- W4292178056 cites W2482530661 @default.
- W4292178056 cites W2492761720 @default.
- W4292178056 cites W2532041006 @default.
- W4292178056 cites W2536439125 @default.
- W4292178056 cites W2610083430 @default.
- W4292178056 cites W2790726771 @default.
- W4292178056 cites W2886810947 @default.
- W4292178056 cites W2891150553 @default.
- W4292178056 cites W2898053012 @default.
- W4292178056 cites W2900727466 @default.
- W4292178056 cites W2925920795 @default.
- W4292178056 cites W2950859975 @default.
- W4292178056 cites W2980287678 @default.
- W4292178056 cites W2990725379 @default.
- W4292178056 cites W3016442346 @default.
- W4292178056 cites W3019370627 @default.
- W4292178056 cites W3038551776 @default.
- W4292178056 cites W3136208190 @default.
- W4292178056 cites W3165151623 @default.
- W4292178056 cites W3174860883 @default.
- W4292178056 cites W4200401173 @default.
- W4292178056 cites W4205390015 @default.
- W4292178056 cites W4213423983 @default.
- W4292178056 doi "https://doi.org/10.32604/csse.2023.029325" @default.
- W4292178056 hasPublicationYear "2023" @default.
- W4292178056 type Work @default.
- W4292178056 citedByCount "0" @default.
- W4292178056 crossrefType "journal-article" @default.
- W4292178056 hasAuthorship W4292178056A5039441325 @default.
- W4292178056 hasAuthorship W4292178056A5068303862 @default.
- W4292178056 hasAuthorship W4292178056A5074817752 @default.
- W4292178056 hasAuthorship W4292178056A5088162231 @default.
- W4292178056 hasBestOaLocation W42921780561 @default.
- W4292178056 hasConcept C105795698 @default.
- W4292178056 hasConcept C111919701 @default.
- W4292178056 hasConcept C119857082 @default.
- W4292178056 hasConcept C127413603 @default.
- W4292178056 hasConcept C152877465 @default.
- W4292178056 hasConcept C154945302 @default.
- W4292178056 hasConcept C19275194 @default.
- W4292178056 hasConcept C207467116 @default.
- W4292178056 hasConcept C24326235 @default.
- W4292178056 hasConcept C2524010 @default.
- W4292178056 hasConcept C33923547 @default.
- W4292178056 hasConcept C41008148 @default.
- W4292178056 hasConcept C48677424 @default.
- W4292178056 hasConcept C76155785 @default.
- W4292178056 hasConcept C83546350 @default.
- W4292178056 hasConcept C84525736 @default.
- W4292178056 hasConceptScore W4292178056C105795698 @default.
- W4292178056 hasConceptScore W4292178056C111919701 @default.
- W4292178056 hasConceptScore W4292178056C119857082 @default.
- W4292178056 hasConceptScore W4292178056C127413603 @default.
- W4292178056 hasConceptScore W4292178056C152877465 @default.
- W4292178056 hasConceptScore W4292178056C154945302 @default.
- W4292178056 hasConceptScore W4292178056C19275194 @default.
- W4292178056 hasConceptScore W4292178056C207467116 @default.
- W4292178056 hasConceptScore W4292178056C24326235 @default.
- W4292178056 hasConceptScore W4292178056C2524010 @default.
- W4292178056 hasConceptScore W4292178056C33923547 @default.
- W4292178056 hasConceptScore W4292178056C41008148 @default.
- W4292178056 hasConceptScore W4292178056C48677424 @default.
- W4292178056 hasConceptScore W4292178056C76155785 @default.
- W4292178056 hasConceptScore W4292178056C83546350 @default.
- W4292178056 hasConceptScore W4292178056C84525736 @default.
- W4292178056 hasIssue "1" @default.
- W4292178056 hasLocation W42921780561 @default.
- W4292178056 hasOpenAccess W4292178056 @default.
- W4292178056 hasPrimaryLocation W42921780561 @default.
- W4292178056 hasRelatedWork W115576032 @default.
- W4292178056 hasRelatedWork W2093850862 @default.
- W4292178056 hasRelatedWork W2980175032 @default.
- W4292178056 hasRelatedWork W3133697280 @default.
- W4292178056 hasRelatedWork W3173590662 @default.
- W4292178056 hasRelatedWork W4210313929 @default.
- W4292178056 hasRelatedWork W4211143196 @default.
- W4292178056 hasRelatedWork W4233056151 @default.
- W4292178056 hasRelatedWork W4307266384 @default.
- W4292178056 hasRelatedWork W4386494749 @default.
- W4292178056 hasVolume "45" @default.
- W4292178056 isParatext "false" @default.
- W4292178056 isRetracted "false" @default.
- W4292178056 workType "article" @default.