FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4286247486> ?p ?o ?g. }

• W4286247486 abstract "With the recent development of mobile communication systems, the rapid development of smart devices and internet of things (IoT) technology, and the expansion of the field of application is taking place. One of these application fields is location-based services (LBS). LBS is a technology that provides various services based on a user’s location. However, it is very important to accurately position the user to provide such a service. In the case of an outdoor environment, relatively high positioning accuracy may be provided through a global positioning system (GPS) or the like. However, the application of the GPS is limited in an indoor environment due to problems such as propagation loss. Therefore, in this paper, we propose a method for accurately positioning a user’s location in an indoor environment based on visible light communication (VLC) and artificial intelligence (AI) technology. The proposed scheme proceeds as follows. First, a fingerprinting database is constructed based on the channel characteristics of VLC. Next, the approximate location of the user is obtained by applying a weighted k-nearest neighbor (WkNN). Thereafter, the received signal strength (RSS) value between each access point (AP) and the user equipment (UE) and the user’s approximate location derived through WkNN are used as inputs to the deep neural network (DNN) model to perform learning. The trained DNN model outputs the actual user’s location. Through the simulation results, it can be confirmed that the proposed scheme in this paper achieves precise positioning accuracy compared to the existing scheme." @default.
• W4286247486 created "2022-07-21" @default.
• W4286247486 creator A5042758890 @default.
• W4286247486 creator A5087774444 @default.
• W4286247486 date "2022-07-05" @default.
• W4286247486 modified "2023-10-01" @default.
• W4286247486 title "VLC Positioning by DNN via WkNN in Indoor Environment" @default.
• W4286247486 cites W2043337260 @default.
• W4286247486 cites W2100989187 @default.
• W4286247486 cites W2172860135 @default.
• W4286247486 cites W2402514617 @default.
• W4286247486 cites W2557914181 @default.
• W4286247486 cites W2571194767 @default.
• W4286247486 cites W2758719799 @default.
• W4286247486 cites W2907153016 @default.
• W4286247486 doi "https://doi.org/10.1109/icufn55119.2022.9829653" @default.
• W4286247486 hasPublicationYear "2022" @default.
• W4286247486 type Work @default.
• W4286247486 citedByCount "2" @default.
• W4286247486 countsByYear W42862474862022 @default.
• W4286247486 countsByYear W42862474862023 @default.
• W4286247486 crossrefType "proceedings-article" @default.
• W4286247486 hasAuthorship W4286247486A5042758890 @default.
• W4286247486 hasAuthorship W4286247486A5087774444 @default.
• W4286247486 hasConcept C10138342 @default.
• W4286247486 hasConcept C111919701 @default.
• W4286247486 hasConcept C119599485 @default.
• W4286247486 hasConcept C127413603 @default.
• W4286247486 hasConcept C134306372 @default.
• W4286247486 hasConcept C154945302 @default.
• W4286247486 hasConcept C155292070 @default.
• W4286247486 hasConcept C160487672 @default.
• W4286247486 hasConcept C162324750 @default.
• W4286247486 hasConcept C168406668 @default.
• W4286247486 hasConcept C176666156 @default.
• W4286247486 hasConcept C187394410 @default.
• W4286247486 hasConcept C198082294 @default.
• W4286247486 hasConcept C2385561 @default.
• W4286247486 hasConcept C2524010 @default.
• W4286247486 hasConcept C2777486483 @default.
• W4286247486 hasConcept C2777826928 @default.
• W4286247486 hasConcept C2778075934 @default.
• W4286247486 hasConcept C2778603505 @default.
• W4286247486 hasConcept C2781327853 @default.
• W4286247486 hasConcept C28719098 @default.
• W4286247486 hasConcept C31258907 @default.
• W4286247486 hasConcept C33923547 @default.
• W4286247486 hasConcept C41008148 @default.
• W4286247486 hasConcept C60229501 @default.
• W4286247486 hasConcept C68649174 @default.
• W4286247486 hasConcept C76155785 @default.
• W4286247486 hasConcept C77618280 @default.
• W4286247486 hasConcept C79403827 @default.
• W4286247486 hasConcept C89805583 @default.
• W4286247486 hasConceptScore W4286247486C10138342 @default.
• W4286247486 hasConceptScore W4286247486C111919701 @default.
• W4286247486 hasConceptScore W4286247486C119599485 @default.
• W4286247486 hasConceptScore W4286247486C127413603 @default.
• W4286247486 hasConceptScore W4286247486C134306372 @default.
• W4286247486 hasConceptScore W4286247486C154945302 @default.
• W4286247486 hasConceptScore W4286247486C155292070 @default.
• W4286247486 hasConceptScore W4286247486C160487672 @default.
• W4286247486 hasConceptScore W4286247486C162324750 @default.
• W4286247486 hasConceptScore W4286247486C168406668 @default.
• W4286247486 hasConceptScore W4286247486C176666156 @default.
• W4286247486 hasConceptScore W4286247486C187394410 @default.
• W4286247486 hasConceptScore W4286247486C198082294 @default.
• W4286247486 hasConceptScore W4286247486C2385561 @default.
• W4286247486 hasConceptScore W4286247486C2524010 @default.
• W4286247486 hasConceptScore W4286247486C2777486483 @default.
• W4286247486 hasConceptScore W4286247486C2777826928 @default.
• W4286247486 hasConceptScore W4286247486C2778075934 @default.
• W4286247486 hasConceptScore W4286247486C2778603505 @default.
• W4286247486 hasConceptScore W4286247486C2781327853 @default.
• W4286247486 hasConceptScore W4286247486C28719098 @default.
• W4286247486 hasConceptScore W4286247486C31258907 @default.
• W4286247486 hasConceptScore W4286247486C33923547 @default.
• W4286247486 hasConceptScore W4286247486C41008148 @default.
• W4286247486 hasConceptScore W4286247486C60229501 @default.
• W4286247486 hasConceptScore W4286247486C68649174 @default.
• W4286247486 hasConceptScore W4286247486C76155785 @default.
• W4286247486 hasConceptScore W4286247486C77618280 @default.
• W4286247486 hasConceptScore W4286247486C79403827 @default.
• W4286247486 hasConceptScore W4286247486C89805583 @default.
• W4286247486 hasFunder F4320320671 @default.
• W4286247486 hasLocation W42862474861 @default.
• W4286247486 hasOpenAccess W4286247486 @default.
• W4286247486 hasPrimaryLocation W42862474861 @default.
• W4286247486 hasRelatedWork W2075052916 @default.
• W4286247486 hasRelatedWork W2370357987 @default.
• W4286247486 hasRelatedWork W2583886250 @default.
• W4286247486 hasRelatedWork W2600973730 @default.
• W4286247486 hasRelatedWork W2784269087 @default.
• W4286247486 hasRelatedWork W2785294107 @default.
• W4286247486 hasRelatedWork W2912837751 @default.
• W4286247486 hasRelatedWork W3129995570 @default.
• W4286247486 hasRelatedWork W3194961201 @default.
• W4286247486 hasRelatedWork W4286247486 @default.
• W4286247486 isParatext "false" @default.
• W4286247486 isRetracted "false" @default.

• next