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Joint and Competitive Caching Designs in Large-Scale Multi-Tier Wireless Multicasting Networks.

Authors :
Cui, Ying
Wang, Zitian
Yang, Yang
Yang, Feng
Ding, Lianghui
Qian, Liang
Source :
IEEE Transactions on Communications. Jul2018, Vol. 66 Issue 7, p3108-3121. 14p.
Publication Year :
2018

Abstract

Caching and multicasting are two promising methods to support massive content delivery in multi-tier wireless networks. In this paper, we consider a random caching and multicasting scheme with caching distributions in the two tiers as design parameters, to achieve efficient content dissemination in a two-tier large-scale cache-enabled wireless multicasting network. First, we derive tractable expressions for the successful transmission probabilities in the general region as well as the high signal-to-noise ratio (SNR) and high user density region, respectively, utilizing tools from stochastic geometry. Then, for the case of a single operator for the two tiers, we formulate the optimal joint caching design problem to maximize the successful transmission probability in the asymptotic region, which is nonconvex in general. By using the block successive approximate optimization technique, we develop an iterative algorithm, which is shown to converge to a stationary point. Next, for the case of two different operators, one for each tier, we formulate the competitive caching design game where each tier maximizes its successful transmission probability in the asymptotic region. We show that the game has a unique Nash equilibrium (NE) and adopt an iterative algorithm, which is shown to converge to the NE under a mild condition. Finally, by numerical simulations, we show that the proposed designs achieve significant gains over existing schemes. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00906778
Volume :
66
Issue :
7
Database :
Academic Search Index
Journal :
IEEE Transactions on Communications
Publication Type :
Academic Journal
Accession number :
130740750
Full Text :
https://doi.org/10.1109/TCOMM.2018.2807445