Matches in SemOpenAlex for { <https://semopenalex.org/work/W2034111115> ?p ?o ?g. }
- W2034111115 abstract "Novel radio access techniques that leverage mobility predictions are receiving increasing interest in recent literature. The essence of these schemes is to lookahead at the future rates users will experience, and then devise long-term resource allocation strategies. For instance, a YouTube video user moving towards the cell edge can be prioritized to pre-buffer additional video content before poor coverage commences. While the potential of mobility-aware resource allocation has recently been demonstrated, several practical design aspects and evaluation approaches have not yet been addressed due to the complexity of the problem. Furthermore, since prior works have focused on specific applications there is also a strong need for a unified framework that can support different user and network requirements. For this purpose, we present a novel two-stage Predictive Radio Access Network (P-RAN) framework that can efficiently leverage both future data rate predictions in the order of tens of seconds, and instantaneous fast fading at the millisecond level. We also show how the framework can be implemented within the open source Network Simulator 3 (ns-3) LTE module, and apply it to optimize stored video delivery. A thorough set of performance tests are then conducted to assess the performance gains and investigate sensitivity to various prediction errors. Our results indicate that P-RANs can jointly improve both service quality and transmission efficiency. Additionally, we also observe that P-RAN performance can be further improved by modeling prediction uncertainty and developing robust allocation techniques." @default.
- W2034111115 created "2016-06-24" @default.
- W2034111115 creator A5021196543 @default.
- W2034111115 creator A5027792197 @default.
- W2034111115 creator A5057362333 @default.
- W2034111115 date "2014-09-21" @default.
- W2034111115 modified "2023-10-16" @default.
- W2034111115 title "Towards mobility-aware predictive radio access" @default.
- W2034111115 cites W1982300822 @default.
- W2034111115 cites W1987497363 @default.
- W2034111115 cites W2003999511 @default.
- W2034111115 cites W2013765678 @default.
- W2034111115 cites W2039216363 @default.
- W2034111115 cites W2048526965 @default.
- W2034111115 cites W2087015185 @default.
- W2034111115 cites W2090535380 @default.
- W2034111115 cites W2093540532 @default.
- W2034111115 cites W2097065570 @default.
- W2034111115 cites W2110520460 @default.
- W2034111115 cites W2114480464 @default.
- W2034111115 cites W2123991403 @default.
- W2034111115 cites W2132128535 @default.
- W2034111115 cites W2136656157 @default.
- W2034111115 cites W2143040511 @default.
- W2034111115 cites W2144758644 @default.
- W2034111115 cites W2155098910 @default.
- W2034111115 cites W2158231283 @default.
- W2034111115 cites W2164466012 @default.
- W2034111115 cites W73676404 @default.
- W2034111115 doi "https://doi.org/10.1145/2641798.2641815" @default.
- W2034111115 hasPublicationYear "2014" @default.
- W2034111115 type Work @default.
- W2034111115 sameAs 2034111115 @default.
- W2034111115 citedByCount "10" @default.
- W2034111115 countsByYear W20341111152015 @default.
- W2034111115 countsByYear W20341111152016 @default.
- W2034111115 countsByYear W20341111152017 @default.
- W2034111115 countsByYear W20341111152018 @default.
- W2034111115 countsByYear W20341111152019 @default.
- W2034111115 countsByYear W20341111152020 @default.
- W2034111115 crossrefType "proceedings-article" @default.
- W2034111115 hasAuthorship W2034111115A5021196543 @default.
- W2034111115 hasAuthorship W2034111115A5027792197 @default.
- W2034111115 hasAuthorship W2034111115A5057362333 @default.
- W2034111115 hasConcept C106365562 @default.
- W2034111115 hasConcept C108037233 @default.
- W2034111115 hasConcept C119857082 @default.
- W2034111115 hasConcept C120314980 @default.
- W2034111115 hasConcept C121332964 @default.
- W2034111115 hasConcept C1276947 @default.
- W2034111115 hasConcept C153083717 @default.
- W2034111115 hasConcept C153646914 @default.
- W2034111115 hasConcept C162307627 @default.
- W2034111115 hasConcept C182448111 @default.
- W2034111115 hasConcept C207029474 @default.
- W2034111115 hasConcept C2779333187 @default.
- W2034111115 hasConcept C29202148 @default.
- W2034111115 hasConcept C31258907 @default.
- W2034111115 hasConcept C41008148 @default.
- W2034111115 hasConcept C5119721 @default.
- W2034111115 hasConcept C555944384 @default.
- W2034111115 hasConcept C60327585 @default.
- W2034111115 hasConcept C68649174 @default.
- W2034111115 hasConcept C76155785 @default.
- W2034111115 hasConceptScore W2034111115C106365562 @default.
- W2034111115 hasConceptScore W2034111115C108037233 @default.
- W2034111115 hasConceptScore W2034111115C119857082 @default.
- W2034111115 hasConceptScore W2034111115C120314980 @default.
- W2034111115 hasConceptScore W2034111115C121332964 @default.
- W2034111115 hasConceptScore W2034111115C1276947 @default.
- W2034111115 hasConceptScore W2034111115C153083717 @default.
- W2034111115 hasConceptScore W2034111115C153646914 @default.
- W2034111115 hasConceptScore W2034111115C162307627 @default.
- W2034111115 hasConceptScore W2034111115C182448111 @default.
- W2034111115 hasConceptScore W2034111115C207029474 @default.
- W2034111115 hasConceptScore W2034111115C2779333187 @default.
- W2034111115 hasConceptScore W2034111115C29202148 @default.
- W2034111115 hasConceptScore W2034111115C31258907 @default.
- W2034111115 hasConceptScore W2034111115C41008148 @default.
- W2034111115 hasConceptScore W2034111115C5119721 @default.
- W2034111115 hasConceptScore W2034111115C555944384 @default.
- W2034111115 hasConceptScore W2034111115C60327585 @default.
- W2034111115 hasConceptScore W2034111115C68649174 @default.
- W2034111115 hasConceptScore W2034111115C76155785 @default.
- W2034111115 hasLocation W20341111151 @default.
- W2034111115 hasOpenAccess W2034111115 @default.
- W2034111115 hasPrimaryLocation W20341111151 @default.
- W2034111115 hasRelatedWork W1510821055 @default.
- W2034111115 hasRelatedWork W1520070044 @default.
- W2034111115 hasRelatedWork W1556363275 @default.
- W2034111115 hasRelatedWork W1994692987 @default.
- W2034111115 hasRelatedWork W2026676591 @default.
- W2034111115 hasRelatedWork W2043671591 @default.
- W2034111115 hasRelatedWork W2047638222 @default.
- W2034111115 hasRelatedWork W2130301247 @default.
- W2034111115 hasRelatedWork W2136393527 @default.
- W2034111115 hasRelatedWork W2159282364 @default.
- W2034111115 isParatext "false" @default.
- W2034111115 isRetracted "false" @default.
- W2034111115 magId "2034111115" @default.