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Energy-Efficient Mode Switching Mechanism With Flexible Functional Splitting in Energy Harvesting Cloud Radio Access Networks

Authors
Ko, HaneulPack, Sangheon
Issue Date
2018
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Energy harvesting; renewable energy; cloud radio access networks (C-RANs); sleep mode; functional splitting; constraint Markov decision process (CMDP)
Citation
IEEE ACCESS, v.6, pp.65078 - 65087
Indexed
SCIE
SCOPUS
Journal Title
IEEE ACCESS
Volume
6
Start Page
65078
End Page
65087
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/80904
DOI
10.1109/ACCESS.2018.2878244
ISSN
2169-3536
Abstract
In energy harvesting cloud radio access networks, the sleep mode switching of small radio remote head (SRRH) and the functional splitting between SRRH and baseband unit are two important challenges for improving energy efficiency and throughput. In this paper, we propose an energy-efficient mode switching mechanism ((EMSM)-M-2) with flexible functional splitting in which a controller determines the modes of SRRHs and functional splitting level by considering the renewable energy levels and populations of SRRHs. To optimize the performance of (EMSM)-M-2, a constraint Markov decision process problem is formulated and a joint optimal policy on the sleep scheduling and the functional splitting level is obtained by a linear programming Evaluation results demonstrate that (EMSM)-M-2 with the optimal policy can achieve comparable throughput to the throughput-oriented scheme while consuming no non-renewable energy.
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