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Cooperative Caching and Transmission Design in Cluster-Centric Small Cell Networks

Title
Cooperative Caching and Transmission Design in Cluster-Centric Small Cell Networks
Authors
Chen, ZhengLee, JeminQuek, Tony Q. S.Kountouris, Marios
DGIST Authors
Lee, Jemin
Issue Date
2017-05
Citation
Ieee Transactions on Wireless Communications, 16(5), 3401-3415
Type
Article
Article Type
Article
Keywords
Cluster Centric NetworkCoordinated MultipointDistributionsHeterogeneous NetworksPartition based CachingSmall Cell CooperationStochastic GeometrySuccessive Interference Cancellation (SIC)
ISSN
1536-1276
Abstract
Wireless content caching in small cell networks (SCNs) has recently been considered as an efficient way to reduce the data traffic and the energy consumption of the backhaul in emerging heterogeneous cellular networks. In this paper, we consider a cluster-centric SCN with combined design of cooperative caching and transmission policy. Small base stations (SBSs) are grouped into disjoint clusters, in which in-cluster cache space is utilized as an entity. We propose a combined caching scheme, where part of the cache space in each cluster is reserved for caching the most popular content in every SBS, while the remaining is used for cooperatively caching different partitions of the less popular content in different SBSs, as a means to increase local content diversity. Depending on the availability and placement of the requested content, coordinated multi-point technique with either joint transmission or parallel transmission is used to deliver content to the served user. Using Poisson point process for the SBS location distribution and a hexagonal grid model for the clusters, we provide analytical results on the successful content delivery probability of both transmission schemes for a user located at the cluster center. Our analysis shows an inherent tradeoff between transmission diversity and content diversity in our cooperation design. We also study the optimal cache space assignment for two objective functions: maximization of the cache service performance and the energy efficiency. Simulation results show that the proposed scheme achieves performance gain by leveraging cache-level and signal-level cooperation and adapting to the network environment and user quality-of-service requirements.
URI
http://hdl.handle.net/20.500.11750/4186
DOI
10.1109/TWC.2017.2682240
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Related Researcher
  • Author Lee, Je Min ISC(Information Security and Communication) Lab
  • Research Interests Wireless Communication System; Information Security
Files:
There are no files associated with this item.
Collection:
ETC1. Journal Articles
Information and Communication EngineeringETC1. Journal Articles


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