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[期刊论文]

On Consideration of Content and Memory Sizes in 5G D2D-Assisted Caching Networks

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author:

Lin, Yujing (Lin, Yujing.) [1] | Lin, Zhijian (Lin, Zhijian.) [2] (Scholars:林志坚) | Chen, Pingping (Chen, Pingping.) [3] (Scholars:陈平平) | Unfold

Indexed by:

EI Scopus SCIE

Abstract:

Device-to-Device (D2D) communication with caching technology has emerged as a promising technique for offloading the traffic and boosting the throughput of the fifth generation (5G) cellular networks. The combined impact of cache memory size of user equipments (UEs) and content sizes, which are two crucial factors in D2D-assisted caching networks, were usually ignored in the existing researches. In this paper, an optimization algorithm is proposed to maximize the cache hit probability and cache-aided throughput, with the consideration of various cache memory sizes of UEs and content sizes. Firstly, users are grouped according to the cache memory sizes and the content sizes. Then the general mathematical expressions for the optimization of cache hit probability and cache-aided throughput with the constraints of cache memory sizes and content sizes are obtained. Subsequently, a Packet Cache Strategy (PCS) algorithm is proposed to obtain the caching probability matrix with the maximum cache hit probability and cache-aided throughout by taking user caching probability of a file as a variable. Finally, numerical results show that the sizes of the requested files affect the caching willingness of users, and the proposed PCS can achieve the highest cache hit probability and the best cache-aided throughput comparing with two other existing methods.

Keyword:

cache-aid throughput cache hit probability Cache memory Capacity planning D2D-assisted caching Device-to-device communication file size Libraries memory size Numerical models Throughput Videos

Community:

  • [ 1 ] [Lin, Yujing]Fuzhou Univ, Dept Elect & Informat Engn, Fuzhou 350116, Peoples R China
  • [ 2 ] [Lin, Zhijian]Fuzhou Univ, Dept Elect & Informat Engn, Fuzhou 350116, Peoples R China
  • [ 3 ] [Chen, Pingping]Fuzhou Univ, Dept Elect & Informat Engn, Fuzhou 350116, Peoples R China
  • [ 4 ] [Chen, Zhifeng]Fuzhou Univ, Dept Elect & Informat Engn, Fuzhou 350116, Peoples R China
  • [ 5 ] [Wu, Linhuang]Fuzhou Univ, Dept Elect & Informat Engn, Fuzhou 350116, Peoples R China

Reprint 's Address:

  • 林志坚

    [Lin, Zhijian]Fuzhou Univ, Dept Elect & Informat Engn, Fuzhou 350116, Peoples R China

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Source :

IEEE ACCESS

ISSN: 2169-3536

Year: 2020

Volume: 8

Page: 52759-52773

3 . 3 6 7

JCR@2020

3 . 4 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:132

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 11

30 Days PV: 1

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