Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220747215> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4220747215 endingPage "7565" @default.
- W4220747215 startingPage "7550" @default.
- W4220747215 abstract "Many wireless networks, including 5G NR (New Radio) and future beyond 5G cellular systems, are expected to operate on multiple frequency bands. This paper considers the band assignment (BA) problem in dual-band systems, where the basestation (BS) chooses one of the two available frequency bands (centimeter-wave and millimeter-wave bands) to communicate with the user equipment (UE). While the millimeter-wave band might offer higher data rate, there is a significant probability of outage during which the communication should be carried on the (more reliable) centimeter-wave band. With mobility, the BA can be perceived as a sequential problem, where the BS uses previously observed information to predict the best band for a future time step. We formulate the BA as a binary classification problem and propose supervised Machine Learning (ML) solutions. We study the problem when both the BS and the UE use (i) omnidirectional antennas and (ii) both use directional antennas. In the omnidirectional case, we derive analytical benchmark solutions based on the Gaussian Process (GP) assumption for the inter-band shadow fading. In the directional case, where the labeling is shown to be complex, we propose an efficient labeling approach based on the Viterbi Algorithm (VA). We compare the performances for two channel models: (i) a stochastic channel and (ii) a ray-tracing based channel." @default.
- W4220747215 created "2022-04-03" @default.
- W4220747215 creator A5032175904 @default.
- W4220747215 creator A5062075290 @default.
- W4220747215 creator A5070812231 @default.
- W4220747215 creator A5071725365 @default.
- W4220747215 date "2022-09-01" @default.
- W4220747215 modified "2023-10-17" @default.
- W4220747215 title "Supervised ML Solution for Band Assignment in Dual-Band Systems With Omnidirectional and Directional Antennas" @default.
- W4220747215 cites W1486606806 @default.
- W4220747215 cites W1504983838 @default.
- W4220747215 cites W1992120820 @default.
- W4220747215 cites W2037928371 @default.
- W4220747215 cites W2054692642 @default.
- W4220747215 cites W2060897312 @default.
- W4220747215 cites W2132228636 @default.
- W4220747215 cites W2562947506 @default.
- W4220747215 cites W2593104718 @default.
- W4220747215 cites W2598074348 @default.
- W4220747215 cites W2605344455 @default.
- W4220747215 cites W2626006124 @default.
- W4220747215 cites W2762605243 @default.
- W4220747215 cites W2784189955 @default.
- W4220747215 cites W2786361328 @default.
- W4220747215 cites W2802082138 @default.
- W4220747215 cites W2903146257 @default.
- W4220747215 cites W2907422773 @default.
- W4220747215 cites W2955338161 @default.
- W4220747215 cites W2962757782 @default.
- W4220747215 cites W2962883549 @default.
- W4220747215 cites W2963284693 @default.
- W4220747215 cites W2963288612 @default.
- W4220747215 cites W2963648888 @default.
- W4220747215 cites W2963819051 @default.
- W4220747215 cites W2964101722 @default.
- W4220747215 cites W2964198810 @default.
- W4220747215 cites W2967035633 @default.
- W4220747215 cites W3010290563 @default.
- W4220747215 cites W3013671265 @default.
- W4220747215 cites W3082613602 @default.
- W4220747215 cites W3099043210 @default.
- W4220747215 cites W3101873462 @default.
- W4220747215 cites W3102535235 @default.
- W4220747215 doi "https://doi.org/10.1109/twc.2022.3159762" @default.
- W4220747215 hasPublicationYear "2022" @default.
- W4220747215 type Work @default.
- W4220747215 citedByCount "2" @default.
- W4220747215 countsByYear W42207472152022 @default.
- W4220747215 countsByYear W42207472152023 @default.
- W4220747215 crossrefType "journal-article" @default.
- W4220747215 hasAuthorship W4220747215A5032175904 @default.
- W4220747215 hasAuthorship W4220747215A5062075290 @default.
- W4220747215 hasAuthorship W4220747215A5070812231 @default.
- W4220747215 hasAuthorship W4220747215A5071725365 @default.
- W4220747215 hasBestOaLocation W42207472152 @default.
- W4220747215 hasConcept C11413529 @default.
- W4220747215 hasConcept C127162648 @default.
- W4220747215 hasConcept C21822782 @default.
- W4220747215 hasConcept C24027999 @default.
- W4220747215 hasConcept C41008148 @default.
- W4220747215 hasConcept C45764600 @default.
- W4220747215 hasConcept C555944384 @default.
- W4220747215 hasConcept C64671776 @default.
- W4220747215 hasConcept C76155785 @default.
- W4220747215 hasConcept C81978471 @default.
- W4220747215 hasConcept C92545706 @default.
- W4220747215 hasConceptScore W4220747215C11413529 @default.
- W4220747215 hasConceptScore W4220747215C127162648 @default.
- W4220747215 hasConceptScore W4220747215C21822782 @default.
- W4220747215 hasConceptScore W4220747215C24027999 @default.
- W4220747215 hasConceptScore W4220747215C41008148 @default.
- W4220747215 hasConceptScore W4220747215C45764600 @default.
- W4220747215 hasConceptScore W4220747215C555944384 @default.
- W4220747215 hasConceptScore W4220747215C64671776 @default.
- W4220747215 hasConceptScore W4220747215C76155785 @default.
- W4220747215 hasConceptScore W4220747215C81978471 @default.
- W4220747215 hasConceptScore W4220747215C92545706 @default.
- W4220747215 hasIssue "9" @default.
- W4220747215 hasLocation W42207472151 @default.
- W4220747215 hasLocation W42207472152 @default.
- W4220747215 hasOpenAccess W4220747215 @default.
- W4220747215 hasPrimaryLocation W42207472151 @default.
- W4220747215 hasRelatedWork W1907959044 @default.
- W4220747215 hasRelatedWork W2040621389 @default.
- W4220747215 hasRelatedWork W2116475016 @default.
- W4220747215 hasRelatedWork W2124549989 @default.
- W4220747215 hasRelatedWork W2162181860 @default.
- W4220747215 hasRelatedWork W2201691610 @default.
- W4220747215 hasRelatedWork W2768004565 @default.
- W4220747215 hasRelatedWork W2792790189 @default.
- W4220747215 hasRelatedWork W3179544493 @default.
- W4220747215 hasRelatedWork W4309612428 @default.
- W4220747215 hasVolume "21" @default.
- W4220747215 isParatext "false" @default.
- W4220747215 isRetracted "false" @default.
- W4220747215 workType "article" @default.