Energy-efficient resource allocation in C-RAN with fronthaul rate constraints

Cloud Radio Access Network (C-RAN) is a novel mobile network architecture which can solve lots of challenges in the next generation mobile communication system, including the demand for higher energy efficiency(EE). In C-RAN EE research field, most of recent work focuses on systematic energy saving...

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Published inInternational Conference on Wireless Communications and Signal Processing pp. 1 - 6
Main Authors Yuan Sun, Chunguo Li, Yongming Huang, Luxi Yang
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2016
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ISSN2472-7628
DOI10.1109/WCSP.2016.7752729

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Abstract Cloud Radio Access Network (C-RAN) is a novel mobile network architecture which can solve lots of challenges in the next generation mobile communication system, including the demand for higher energy efficiency(EE). In C-RAN EE research field, most of recent work focuses on systematic energy saving and ignores the needs of users. To improve the performance of C-RAN under fronthaul capacity constraint, signal quantization techniques have been developed. But how to introduce `quantization' into C-RAN EE field is still an open issue. Motivated by this, in this paper, based on informational-optimal Gaussian quantization, we intend to design the suitable algorithms to maximize user-centric EE in the uplink communication of an orthogonal frequency division multiple access (OFDMA) based C-RAN. In the special case of single user and single RRH, we propose a joint optimization algorithm to maximize the uplink user-centric EE by optimizing power and fronthaul rate allocation. In the extended general case of multi-user and multi-RRH, we propose a Modified Particle Swarm Optimization(M-PSO) algorithm to solve the non-linear and non-convex issue for simplicity. Our simulation results show the proposed algorithms can improve the user-centric EE obviously compared with other optimal algorithms.
AbstractList Cloud Radio Access Network (C-RAN) is a novel mobile network architecture which can solve lots of challenges in the next generation mobile communication system, including the demand for higher energy efficiency(EE). In C-RAN EE research field, most of recent work focuses on systematic energy saving and ignores the needs of users. To improve the performance of C-RAN under fronthaul capacity constraint, signal quantization techniques have been developed. But how to introduce `quantization' into C-RAN EE field is still an open issue. Motivated by this, in this paper, based on informational-optimal Gaussian quantization, we intend to design the suitable algorithms to maximize user-centric EE in the uplink communication of an orthogonal frequency division multiple access (OFDMA) based C-RAN. In the special case of single user and single RRH, we propose a joint optimization algorithm to maximize the uplink user-centric EE by optimizing power and fronthaul rate allocation. In the extended general case of multi-user and multi-RRH, we propose a Modified Particle Swarm Optimization(M-PSO) algorithm to solve the non-linear and non-convex issue for simplicity. Our simulation results show the proposed algorithms can improve the user-centric EE obviously compared with other optimal algorithms.
Author Yuan Sun
Luxi Yang
Chunguo Li
Yongming Huang
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  surname: Chunguo Li
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  surname: Yongming Huang
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  surname: Luxi Yang
  fullname: Luxi Yang
  email: lxyang@seu.edu.cn
  organization: Sch. of Inf. Sci. & Eng., Southeast Univ., Nanjing, China
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Snippet Cloud Radio Access Network (C-RAN) is a novel mobile network architecture which can solve lots of challenges in the next generation mobile communication...
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SubjectTerms Bandwidth
Cloud radio access network(C-RAN)
energy efficiency (EE)
fronthaul capacity constraint
joint optimization
Mobile communication
Modified PSO
OFDMA
Optimized production technology
quantization
Quantization (signal)
Resource management
Uplink
user-centric
Title Energy-efficient resource allocation in C-RAN with fronthaul rate constraints
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