- Title
- Spectral and energy efficiency maximization for content-centric C-RANs with edge caching
- Creator
- Vu, Tung Thanh; Ngo, Duy Trong; Dao, Minh Ngoc; Durrani, Salman; Middleton, Richard H.
- Relation
- IEEE Transactions on Communications Vol. 66, Issue 12, p. 6628-6642
- Publisher Link
- http://dx.doi.org/10.1109/TCOMM.2018.2866458
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- Resource Type
- journal article
- Date
- 2018
- Description
- This paper aims to maximize the spectral and energy efficiencies of a content-centric cloud radio access network (C-RAN), where users requesting the same contents are grouped together. Data are transferred from a central baseband unit to multiple remote radio heads (RRHs) equipped with local caches. The RRHs then send the received data to each group's user. Both multicast and unicast schemes are considered for data transmission. We formulate mixed-integer nonlinear problems in which user association, RRH activation, data rate allocation, and signal precoding are jointly designed. These challenging problems are subject to minimum data rate requirements, limited fronthaul capacity, and maximum RRH transmit power. Employing successive convex quadratic programming, we propose iterative algorithms with guaranteed convergence to Fritz John solutions. Numerical results confirm that the proposed joint designs markedly improve the spectral and energy efficiencies of the considered content-centric C-RAN compared to benchmark schemes. Importantly, they show that unicasting outperforms multicasting in terms of spectral efficiency in both cache and cache-less scenarios. In terms of energy efficiency, multicasting is the best choice for the system without cache whereas unicasting is best for the system with cache. Finally, edge caching is shown to improve both spectral and energy efficiencies.
- Subject
- C-RAN; data rate allocation; edge caching; limited-capacity fronthaul; precoding design; user association; SDG 7; Sustainable Development Goals
- Identifier
- http://hdl.handle.net/1959.13/1459838
- Identifier
- uon:45792
- Identifier
- ISSN:0090-6778
- Language
- eng
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Goal 7: Ensure access to affordable, reliable, sustainable and modern energy
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