Hepta-Band Antenna for 5G Applications

Shahjehan, Waleed; Hussain, Irshad; Amin, Khalid; Ali, Ishtiaq; Riaz, A.; Uthansakul, Peerapong

doi:10.1007/s11277-022-09644-8

Cited by 3 publications

(2 citation statements)

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“…For instance, in [ 25 ], the authors discussed the performance analysis of content caching in three-tier heterogeneous networks while keeping content size identical. In [ 26 ], the authors suggested a caching mechanism in two-tier networks. However, the authors in [ 25 , 26 ] did not discuss the different caching strategies with practical considerations for limited cache.…”

Section: Introductionmentioning

confidence: 99%

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Proactive Caching in D2D Assisted Multitier Cellular Network

Ahmad

Hussain

et al. 2022

Sensors

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Cache-enabled networks suffer hugely from the challenge of content caching and content delivery. In this regard, cache-enabled device-to-device (D2D) assisted multitier cellular networks are expected to relieve the network data pressure and effectively solve the problem of content placement and content delivery. Consequently, the user can have a better opportunity to get their favored contents from nearby cache-enabled transmitters (CETs) through reliable and good-quality links; however, as expected, designing an effective caching policy is a challenging task due to the limited cache memory of CETs and uncertainty in user preferences. In this article, we introduce a joint content placement and content delivery technique for D2D assisted multitier cellular networks (D2DMCN). A support vector machine (SVM) is employed to predict the content popularity to determine which content is to be cached and where it is to be cached, thereby increasing the overall cache hit ratio (CHR). The content request is satisfied either by the neighboring node through the D2D link or by the cache-enabled base stations (BSs) of the multitier cellular networks (MCNs). Similarly, to solve the problem of optimal content delivery, the Hungarian algorithm is employed aiming to improve the quality of satisfaction. The simulation results indicate that the proposed content placement strategy effectively optimizes the overall cache hit ratio of the system. Similarly, an effective content delivery approach reduces the request content delivery delay and power consumption.

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Section: Introductionmentioning

confidence: 99%

“…In [ 26 ], the authors suggested a caching mechanism in two-tier networks. However, the authors in [ 25 , 26 ] did not discuss the different caching strategies with practical considerations for limited cache. Similarly, the authors in [ 27 , 28 , 29 ] suggested different content delivery schemes from BSs to users.…”

Section: Introductionmentioning

confidence: 99%