- 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
- Date
- 2018
- Type
- Text; Journal article
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/185646
- Identifier
- vital:16727
- Identifier
-
https://doi.org/1010.1109/TCOMM.2018.2866458
- Identifier
- ISBN:0090-6778
- Abstract
- 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.
- Publisher
- New York: IEEE
- Relation
- IEEE transactions on communications Vol. 66, no. 12 (2018), p. 6628-6642
- Rights
- All metadata describing materials held in, or linked to, the repository is freely available under a CC0 licence
- Rights
- Copyright IEEE
- Subject
- C-RAN; Caching; Covariance matrices; Data rate allocation; Data transmission; Edge caching; Energy conversion efficiency; Energy efficiency; Energy management; Iterative algorithms; Iterative methods; Limited-capacity fronthaul; Multicast; Multicast communication; Multicasting; Power efficiency; Precoding; Precoding design; Quadratic programming; Radio access networks; Resource management; Spectra; Symmetric matrices; Unicast; User association; 4006 communications engineering; 4009 Electronics, sensors and digital hardware; 4606 Distributed computing and systems software
- Reviewed
- Hits: 659
- Visitors: 611
- Downloads: 0
| Thumbnail | File | Description | Size | Format |
|---|