Matches in SemOpenAlex for { <https://semopenalex.org/work/W4290785924> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4290785924 endingPage "101833" @default.
- W4290785924 startingPage "101833" @default.
- W4290785924 abstract "Due to the increasing deployment of heterogeneous networks (HetNets), the selection of which radio access technologies (RATs) for Internet of Things (IoT) devices such as user equipments (UEs) has recently received extensive attention in mobility management research. Most of existing RAT selection methods only optimize the selection strategies from the UE side or network side, which results in heavy network congestion, poor user experience and system utility degradation. In this paper the UE side and the network side are considered comprehensively, based on the game theory (GT) model we propose a reinforcement learning with assisted network information algorithm to overcome the crucial points. The assisted information is formulated as a semi-Markov decision process (SMDP) provided for UEs to make accurate decisions, and we adopt the iteration approach to reach the optimal policy. Moreover, we investigate the impacts of different parameters on the system utility and handover performance. Numerical results validate that our proposed algorithm can mitigate unnecessary handovers and improve system throughputs." @default.
- W4290785924 created "2022-08-09" @default.
- W4290785924 creator A5005445370 @default.
- W4290785924 creator A5024120345 @default.
- W4290785924 creator A5039393598 @default.
- W4290785924 creator A5075838167 @default.
- W4290785924 date "2022-10-01" @default.
- W4290785924 modified "2023-09-26" @default.
- W4290785924 title "RAT selection for IoT devices in HetNets: Reinforcement learning with hybrid SMDP algorithm" @default.
- W4290785924 cites W1973938593 @default.
- W4290785924 cites W1997858594 @default.
- W4290785924 cites W2013454449 @default.
- W4290785924 cites W2049049061 @default.
- W4290785924 cites W2076954287 @default.
- W4290785924 cites W2114005980 @default.
- W4290785924 cites W2477382412 @default.
- W4290785924 cites W2586737100 @default.
- W4290785924 cites W2737048573 @default.
- W4290785924 cites W2790985052 @default.
- W4290785924 cites W2808127061 @default.
- W4290785924 cites W2895949630 @default.
- W4290785924 cites W2913871697 @default.
- W4290785924 cites W2917932334 @default.
- W4290785924 cites W2945252872 @default.
- W4290785924 cites W2954039338 @default.
- W4290785924 cites W2963615650 @default.
- W4290785924 cites W2966219046 @default.
- W4290785924 cites W2980970610 @default.
- W4290785924 cites W3013745173 @default.
- W4290785924 cites W3023576515 @default.
- W4290785924 cites W3043672892 @default.
- W4290785924 cites W3048391539 @default.
- W4290785924 cites W3048552011 @default.
- W4290785924 cites W3112375703 @default.
- W4290785924 cites W3129433628 @default.
- W4290785924 cites W3134593347 @default.
- W4290785924 cites W3155850181 @default.
- W4290785924 doi "https://doi.org/10.1016/j.phycom.2022.101833" @default.
- W4290785924 hasPublicationYear "2022" @default.
- W4290785924 type Work @default.
- W4290785924 citedByCount "0" @default.
- W4290785924 crossrefType "journal-article" @default.
- W4290785924 hasAuthorship W4290785924A5005445370 @default.
- W4290785924 hasAuthorship W4290785924A5024120345 @default.
- W4290785924 hasAuthorship W4290785924A5039393598 @default.
- W4290785924 hasAuthorship W4290785924A5075838167 @default.
- W4290785924 hasConcept C119857082 @default.
- W4290785924 hasConcept C120314980 @default.
- W4290785924 hasConcept C149635348 @default.
- W4290785924 hasConcept C154945302 @default.
- W4290785924 hasConcept C41008148 @default.
- W4290785924 hasConcept C81860439 @default.
- W4290785924 hasConcept C81917197 @default.
- W4290785924 hasConcept C97541855 @default.
- W4290785924 hasConceptScore W4290785924C119857082 @default.
- W4290785924 hasConceptScore W4290785924C120314980 @default.
- W4290785924 hasConceptScore W4290785924C149635348 @default.
- W4290785924 hasConceptScore W4290785924C154945302 @default.
- W4290785924 hasConceptScore W4290785924C41008148 @default.
- W4290785924 hasConceptScore W4290785924C81860439 @default.
- W4290785924 hasConceptScore W4290785924C81917197 @default.
- W4290785924 hasConceptScore W4290785924C97541855 @default.
- W4290785924 hasLocation W42907859241 @default.
- W4290785924 hasOpenAccess W4290785924 @default.
- W4290785924 hasPrimaryLocation W42907859241 @default.
- W4290785924 hasRelatedWork W2923653485 @default.
- W4290785924 hasRelatedWork W2952472710 @default.
- W4290785924 hasRelatedWork W2957776456 @default.
- W4290785924 hasRelatedWork W2970309183 @default.
- W4290785924 hasRelatedWork W3022038857 @default.
- W4290785924 hasRelatedWork W3155093966 @default.
- W4290785924 hasRelatedWork W4224287422 @default.
- W4290785924 hasRelatedWork W4255994452 @default.
- W4290785924 hasRelatedWork W4319083788 @default.
- W4290785924 hasRelatedWork W4319773215 @default.
- W4290785924 hasVolume "54" @default.
- W4290785924 isParatext "false" @default.
- W4290785924 isRetracted "false" @default.
- W4290785924 workType "article" @default.