Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377875737> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4377875737 endingPage "46282" @default.
- W4377875737 startingPage "46271" @default.
- W4377875737 abstract "This paper demonstrates the use of deep learning and time series data generated from user equipment (UE) beam measurements and positions collected by the base station (BS) to enable handoffs between beams that belong to the same or different BSs. We propose the use of long short-term memory (LSTM) recurrent neural networks with three different approaches and vary the number of lookbacks of the beam measurements to study the performance of the prediction used for the proactive beam handoff. Simulations show that while UE positions can improve the prediction performance, it is only up to a certain point. At a sufficiently large number of lookbacks, the UE positions become irrelevant to the prediction accuracy since the LSTMs are able to learn the optimal beam based on implicitly defined positions from the time-defined trajectories." @default.
- W4377875737 created "2023-05-24" @default.
- W4377875737 creator A5033383637 @default.
- W4377875737 creator A5059459305 @default.
- W4377875737 creator A5078103099 @default.
- W4377875737 creator A5082991809 @default.
- W4377875737 date "2023-01-01" @default.
- W4377875737 modified "2023-09-26" @default.
- W4377875737 title "Deep Learning for Multi-User Proactive Beam Handoff: A 6G Application" @default.
- W4377875737 cites W2064675550 @default.
- W4377875737 cites W2102679971 @default.
- W4377875737 cites W2165698076 @default.
- W4377875737 cites W2951073061 @default.
- W4377875737 cites W2962819920 @default.
- W4377875737 cites W2963648888 @default.
- W4377875737 cites W2964124316 @default.
- W4377875737 cites W3043097943 @default.
- W4377875737 cites W3103428908 @default.
- W4377875737 cites W3118368083 @default.
- W4377875737 cites W3156013154 @default.
- W4377875737 cites W3163036309 @default.
- W4377875737 cites W4307265270 @default.
- W4377875737 doi "https://doi.org/10.1109/access.2023.3274810" @default.
- W4377875737 hasPublicationYear "2023" @default.
- W4377875737 type Work @default.
- W4377875737 citedByCount "0" @default.
- W4377875737 crossrefType "journal-article" @default.
- W4377875737 hasAuthorship W4377875737A5033383637 @default.
- W4377875737 hasAuthorship W4377875737A5059459305 @default.
- W4377875737 hasAuthorship W4377875737A5078103099 @default.
- W4377875737 hasAuthorship W4377875737A5082991809 @default.
- W4377875737 hasBestOaLocation W43778757371 @default.
- W4377875737 hasConcept C108583219 @default.
- W4377875737 hasConcept C111852164 @default.
- W4377875737 hasConcept C119857082 @default.
- W4377875737 hasConcept C120665830 @default.
- W4377875737 hasConcept C121332964 @default.
- W4377875737 hasConcept C134306372 @default.
- W4377875737 hasConcept C147168706 @default.
- W4377875737 hasConcept C154945302 @default.
- W4377875737 hasConcept C168834538 @default.
- W4377875737 hasConcept C2524010 @default.
- W4377875737 hasConcept C2781327853 @default.
- W4377875737 hasConcept C28719098 @default.
- W4377875737 hasConcept C31258907 @default.
- W4377875737 hasConcept C33923547 @default.
- W4377875737 hasConcept C41008148 @default.
- W4377875737 hasConcept C42058472 @default.
- W4377875737 hasConcept C50644808 @default.
- W4377875737 hasConcept C68649174 @default.
- W4377875737 hasConcept C79403827 @default.
- W4377875737 hasConceptScore W4377875737C108583219 @default.
- W4377875737 hasConceptScore W4377875737C111852164 @default.
- W4377875737 hasConceptScore W4377875737C119857082 @default.
- W4377875737 hasConceptScore W4377875737C120665830 @default.
- W4377875737 hasConceptScore W4377875737C121332964 @default.
- W4377875737 hasConceptScore W4377875737C134306372 @default.
- W4377875737 hasConceptScore W4377875737C147168706 @default.
- W4377875737 hasConceptScore W4377875737C154945302 @default.
- W4377875737 hasConceptScore W4377875737C168834538 @default.
- W4377875737 hasConceptScore W4377875737C2524010 @default.
- W4377875737 hasConceptScore W4377875737C2781327853 @default.
- W4377875737 hasConceptScore W4377875737C28719098 @default.
- W4377875737 hasConceptScore W4377875737C31258907 @default.
- W4377875737 hasConceptScore W4377875737C33923547 @default.
- W4377875737 hasConceptScore W4377875737C41008148 @default.
- W4377875737 hasConceptScore W4377875737C42058472 @default.
- W4377875737 hasConceptScore W4377875737C50644808 @default.
- W4377875737 hasConceptScore W4377875737C68649174 @default.
- W4377875737 hasConceptScore W4377875737C79403827 @default.
- W4377875737 hasLocation W43778757371 @default.
- W4377875737 hasLocation W43778757372 @default.
- W4377875737 hasLocation W43778757373 @default.
- W4377875737 hasOpenAccess W4377875737 @default.
- W4377875737 hasPrimaryLocation W43778757371 @default.
- W4377875737 hasRelatedWork W2101028749 @default.
- W4377875737 hasRelatedWork W3014300295 @default.
- W4377875737 hasRelatedWork W3200903575 @default.
- W4377875737 hasRelatedWork W4223943233 @default.
- W4377875737 hasRelatedWork W4225161397 @default.
- W4377875737 hasRelatedWork W4312200629 @default.
- W4377875737 hasRelatedWork W4360585206 @default.
- W4377875737 hasRelatedWork W4364306694 @default.
- W4377875737 hasRelatedWork W4380075502 @default.
- W4377875737 hasRelatedWork W4380086463 @default.
- W4377875737 hasVolume "11" @default.
- W4377875737 isParatext "false" @default.
- W4377875737 isRetracted "false" @default.
- W4377875737 workType "article" @default.