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Joint remote radio heads and baseband units pool resource scheduling for delay-aware traffic in cloud radio access networks.
- Source :
- Telecommunication Systems; May2019, Vol. 71 Issue 1, p77-91, 15p
- Publication Year :
- 2019
-
Abstract
- Due to the centralized signal processing and powerful computational ability, cloud radio access networks (C-RAN) is considered as a promising technique to meet the increasing demand of high-data-rate services of the fifth generation wireless communications. This paper investigates the stochastic optimization problem of C-RAN by joint remote radio heads and baseband units pool resource scheduling to achieve the throughput utility maximization. We formulate a problem to maximize the average throughput utility while stabilizing all processing and transmission queues under the power, subcarrier and computational resources constraints. By utilizing Lyapunov optimization technique, the primal problem can be decomposed into four subproblems. Throughput utility maximization, admission control and computational resource allocation subproblems can be solved easily. For the joint power and subcarrier allocation subproblem, we utilize time-sharing and alternating approaches to obtain a feasible solution. By utilizing the results of four subproblems, a joint admission control and resource allocation (JACRA) algorithm is proposed. The simulation results are provided to show that the total average throughput of JACRA algorithm is increased by 4.02% compared with joint Hungarian and iterative waterfilling (JHIW) algorithm, but the total average backlogs of JACRA algorithm are decreased by 7.04% when the control parameter grows from 1 to 10. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10184864
- Volume :
- 71
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- Telecommunication Systems
- Publication Type :
- Academic Journal
- Accession number :
- 135978477
- Full Text :
- https://doi.org/10.1007/s11235-018-0506-5