Dual-Mode User-Centric Open-Loop Cooperative Caching for Backhaul-Limited Small-Cell Wireless Networks

The spectral efficiency of small-cell wireless networks is limited by the backhaul capacity of the base stations (BSs) as well as the severe interference from the neighboring BSs. One promising approach to improve the spectral efficiency of small-cell wireless networks is cache-aided cooperative transmission, where caching at the BSs can alleviate the high-speed backhaul capacity requirement and cooperative transmission can enhance the signal-to-interference-plus-noise ratio. A key issue is that the cached content may not be located at the nearest BS, which means that to access such content, a user needs to overcome strong interference from the nearby BSs. We propose an interference-aware dual-mode caching and user-centric open-loop cooperative transmission scheme that embraces spatial caching diversity and user-centric open-loop cooperative transmission, and alleviate the interference issue in the system. Based on the proposed scheme, we derive a tractable expression of the average successful transmission probability (STP) in terms of key system parameters. We then design a low-complexity algorithm to optimize the average STP with respect to the bandwidth and the cache storage capacity allocation. Simulations show that the proposed scheme achieves a higher average STP than the existing caching schemes.

[1]  Wan Choi,et al.  Content Placement for Wireless Cooperative Caching Helpers: A Tradeoff Between Cooperative Gain and Content Diversity Gain , 2017, IEEE Transactions on Wireless Communications.

[2]  Wei Yu,et al.  Downlink Spectral Efficiency of Distributed Antenna Systems Under a Stochastic Model , 2014, IEEE Transactions on Wireless Communications.

[3]  Philippe Olivier,et al.  Performance of a cache with random replacement and Zipf document popularity , 2013, VALUETOOLS.

[4]  Jeffrey G. Andrews,et al.  A Tractable Approach to Coverage and Rate in Cellular Networks , 2010, IEEE Transactions on Communications.

[5]  Yiqing Zhou,et al.  Coordinated Multipoint Transmission in Dense Cellular Networks With User-Centric Adaptive Clustering , 2014, IEEE Transactions on Wireless Communications.

[6]  M. Haenggi,et al.  Interference in Large Wireless Networks , 2009, Found. Trends Netw..

[7]  Matti Latva-aho,et al.  Modeling and analysis of content caching in wireless small cell networks , 2015, 2015 International Symposium on Wireless Communication Systems (ISWCS).

[8]  Wan Choi,et al.  Cooperative Transmission via Caching Helpers , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[9]  Jeffrey G. Andrews,et al.  A Tractable Model for Noncoherent Joint-Transmission Base Station Cooperation , 2013, IEEE Transactions on Wireless Communications.

[10]  Vincent K. N. Lau,et al.  Degrees of Freedom in Cached MIMO Relay Networks , 2015, IEEE Transactions on Signal Processing.

[11]  Marina Papatriantafilou,et al.  Distributed list coloring: how to dynamically allocate frequencies to mobile base stations , 1996, Proceedings of SPDP '96: 8th IEEE Symposium on Parallel and Distributed Processing.

[12]  M. L. Fisher,et al.  An analysis of approximations for maximizing submodular set functions—I , 1978, Math. Program..

[13]  Monica Paolini White paper Crucial economics for mobile data backhaul , 2011 .

[14]  Jan Vondrak Optimization of Submodular Functions: Tutorial - lecture II , 2012 .

[15]  Wei Yu,et al.  A Stochastic Analysis of Network MIMO Systems , 2016, IEEE Transactions on Signal Processing.

[16]  Vincent K. N. Lau,et al.  Cache-Enabled Opportunistic Cooperative MIMO for Video Streaming in Wireless Systems , 2013, IEEE Transactions on Signal Processing.

[17]  Xiaofei Wang,et al.  Cache in the air: exploiting content caching and delivery techniques for 5G systems , 2014, IEEE Communications Magazine.

[18]  Tony Q. S. Quek,et al.  Cooperative Caching and Transmission Design in Cluster-Centric Small Cell Networks , 2016, IEEE Transactions on Wireless Communications.

[19]  Toshihiko Yamakami,et al.  A Zipf-Like Distribution of Popularity and Hits in the Mobile Web Pages with Short Life Time , 2006, 2006 Seventh International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT'06).

[20]  Francois Baccelli,et al.  A Stochastic Geometry Framework for Analyzing Pairwise-Cooperative Cellular Networks , 2015, IEEE Transactions on Wireless Communications.

[21]  Vincent K. N. Lau,et al.  PHY-caching in 5G wireless networks: design and analysis , 2016, IEEE Communications Magazine.

[22]  Nan Liu,et al.  Cache-Enabled Base Station Cooperation for Heterogeneous Cellular Network with Dependence , 2017, 2017 IEEE Wireless Communications and Networking Conference (WCNC).

[23]  Ying Cui,et al.  Analysis and Optimization of Caching and Multicasting in Large-Scale Cache-Enabled Heterogeneous Wireless Networks , 2017, IEEE Transactions on Wireless Communications.

[24]  Wei Yu,et al.  Joint Frequency Reuse and Cache Optimization in Backhaul-Limited Small-Cell Wireless Networks , 2018, IEEE Transactions on Wireless Communications.

[25]  Mehdi Bennis,et al.  Cache-enabled small cell networks: modeling and tradeoffs , 2014, EURASIP Journal on Wireless Communications and Networking.

[26]  Konstantinos Psounis,et al.  Distributed Caching and Small Cell Cooperation for Fast Content Delivery , 2015, MobiHoc.