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 in | International Conference on Wireless Communications and Signal Processing pp. 1 - 6 |
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| Main Authors | , , , |
| Format | Conference Proceeding |
| Language | English |
| Published |
IEEE
01.10.2016
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| Subjects | |
| Online Access | Get full text |
| ISSN | 2472-7628 |
| DOI | 10.1109/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. |
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| 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 |
| Author_xml | – sequence: 1 surname: Yuan Sun fullname: Yuan Sun email: sunyuan88@seu.edu.cn organization: Sch. of Inf. Sci. & Eng., Southeast Univ., Nanjing, China – sequence: 2 surname: Chunguo Li fullname: Chunguo Li email: chunguoli@seu.edu.cn organization: Sch. of Inf. Sci. & Eng., Southeast Univ., Nanjing, China – sequence: 3 surname: Yongming Huang fullname: Yongming Huang email: huangym@seu.edu.cn organization: Sch. of Inf. Sci. & Eng., Southeast Univ., Nanjing, China – sequence: 4 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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