FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3156262803> ?p ?o ?g. }

• W3156262803 abstract "This paper investigates the channel aging problem of light-fidelity (LiFi) systems. In the LiFi physical layer, the majority of the optimization problems for mobile users are nonconvex and require the use of dual decomposition or heuristics techniques. Such techniques are based on iterative algorithms, and often, cause a high processing time at the physical layer. Hence, the obtained solutions are no longer optimal since the LiFi channels are evolving. In this paper, a proactive-optimization approach that can alleviate the LiFi channel aging problem is proposed. The core idea is to design a long-short-term memory (LSTM) network that is capable of predicting posterior positions and orientations of mobile users, which can be then used to predict their channel coefficients. Consequently, the obtained channel coefficients can be exploited for deriving near-optimal transmission-schemes prior to the intended service-time, which enables real-time service. Through various simulations, the performance of the designed LSTM model is evaluated in terms of prediction accuracy and time. Finally, the performance of the proposed PO approach is investigated in the sum rate maximization problem of multiuser cell-free LiFi systems with quality-of-service constraints, where a performance gap of less than 7% is achieved, while eliminating up to 100% of the online processing-time." @default.
• W3156262803 created "2021-04-26" @default.
• W3156262803 creator A5014049864 @default.
• W3156262803 creator A5066718368 @default.
• W3156262803 creator A5072393948 @default.
• W3156262803 date "2021-04-21" @default.
• W3156262803 modified "2023-09-27" @default.
• W3156262803 title "Deep Learning Based Proactive Optimization for Indoor LiFi Systems with Channel Aging" @default.
• W3156262803 cites W1484844138 @default.
• W3156262803 cites W1907092231 @default.
• W3156262803 cites W1968560005 @default.
• W3156262803 cites W1999888009 @default.
• W3156262803 cites W2020214440 @default.
• W3156262803 cites W2095705004 @default.
• W3156262803 cites W2105935781 @default.
• W3156262803 cites W2172860135 @default.
• W3156262803 cites W2221524898 @default.
• W3156262803 cites W2282219574 @default.
• W3156262803 cites W2294612870 @default.
• W3156262803 cites W2312363872 @default.
• W3156262803 cites W2337454911 @default.
• W3156262803 cites W2343107556 @default.
• W3156262803 cites W2402268235 @default.
• W3156262803 cites W2466591533 @default.
• W3156262803 cites W2474141698 @default.
• W3156262803 cites W2527530399 @default.
• W3156262803 cites W2536620281 @default.
• W3156262803 cites W2557998141 @default.
• W3156262803 cites W2613480794 @default.
• W3156262803 cites W2767151733 @default.
• W3156262803 cites W2791124749 @default.
• W3156262803 cites W2883271860 @default.
• W3156262803 cites W2886374543 @default.
• W3156262803 cites W2888858350 @default.
• W3156262803 cites W2891388911 @default.
• W3156262803 cites W2892141620 @default.
• W3156262803 cites W2892465333 @default.
• W3156262803 cites W2894225858 @default.
• W3156262803 cites W2896827527 @default.
• W3156262803 cites W2907343139 @default.
• W3156262803 cites W2963000651 @default.
• W3156262803 cites W2963504849 @default.
• W3156262803 cites W2963889719 @default.
• W3156262803 cites W2963890869 @default.
• W3156262803 cites W2964005248 @default.
• W3156262803 cites W2967238165 @default.
• W3156262803 cites W2968928935 @default.
• W3156262803 cites W2979137000 @default.
• W3156262803 cites W2981096252 @default.
• W3156262803 cites W3000769608 @default.
• W3156262803 cites W3004965094 @default.
• W3156262803 cites W3011067038 @default.
• W3156262803 cites W3016427599 @default.
• W3156262803 cites W3022898652 @default.
• W3156262803 cites W3036363705 @default.
• W3156262803 cites W3091957253 @default.
• W3156262803 cites W3096492613 @default.
• W3156262803 cites W3106510787 @default.
• W3156262803 cites W3139362963 @default.
• W3156262803 hasPublicationYear "2021" @default.
• W3156262803 type Work @default.
• W3156262803 sameAs 3156262803 @default.
• W3156262803 citedByCount "0" @default.
• W3156262803 crossrefType "posted-content" @default.
• W3156262803 hasAuthorship W3156262803A5014049864 @default.
• W3156262803 hasAuthorship W3156262803A5066718368 @default.
• W3156262803 hasAuthorship W3156262803A5072393948 @default.
• W3156262803 hasConcept C111919701 @default.
• W3156262803 hasConcept C11413529 @default.
• W3156262803 hasConcept C126255220 @default.
• W3156262803 hasConcept C127162648 @default.
• W3156262803 hasConcept C127705205 @default.
• W3156262803 hasConcept C137836250 @default.
• W3156262803 hasConcept C19247436 @default.
• W3156262803 hasConcept C2776330181 @default.
• W3156262803 hasConcept C2776459999 @default.
• W3156262803 hasConcept C31258907 @default.
• W3156262803 hasConcept C33923547 @default.
• W3156262803 hasConcept C41008148 @default.
• W3156262803 hasConcept C555944384 @default.
• W3156262803 hasConcept C76155785 @default.
• W3156262803 hasConcept C79403827 @default.
• W3156262803 hasConceptScore W3156262803C111919701 @default.
• W3156262803 hasConceptScore W3156262803C11413529 @default.
• W3156262803 hasConceptScore W3156262803C126255220 @default.
• W3156262803 hasConceptScore W3156262803C127162648 @default.
• W3156262803 hasConceptScore W3156262803C127705205 @default.
• W3156262803 hasConceptScore W3156262803C137836250 @default.
• W3156262803 hasConceptScore W3156262803C19247436 @default.
• W3156262803 hasConceptScore W3156262803C2776330181 @default.
• W3156262803 hasConceptScore W3156262803C2776459999 @default.
• W3156262803 hasConceptScore W3156262803C31258907 @default.
• W3156262803 hasConceptScore W3156262803C33923547 @default.
• W3156262803 hasConceptScore W3156262803C41008148 @default.
• W3156262803 hasConceptScore W3156262803C555944384 @default.
• W3156262803 hasConceptScore W3156262803C76155785 @default.
• W3156262803 hasConceptScore W3156262803C79403827 @default.
• W3156262803 hasLocation W31562628031 @default.
• W3156262803 hasOpenAccess W3156262803 @default.
• W3156262803 hasPrimaryLocation W31562628031 @default.

• next