Virtual MIMO;
user pairing;
power allocation;
energy efficiency;
spectrum efficiency;
joint optimization;
SPECTRAL-EFFICIENCY TRADEOFF;
ENERGY-EFFICIENCY;
UPLINK;
NETWORKS;
ALGORITHM;
CHANNELS;
ANTENNAS;
D O I:
10.1109/TWC.2018.2814048
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
Virtual multiple-input multiple-output (V-MIMO) is an effective way to achieve a diversity gain in uplink channels. A well-designed user pairing scheme in V-MIMO systems can exploit multiuser diversity to yield a significant performance gain. This paper investigates joint user pairing and power allocation problems in V-MIMO systems to maximize energy efficiency (EE) while guaranteeing spectrum efficiency (SE) under a total power consumption constraint. We formulate such a joint problem as a complex nonlinear optimization problem, which can be solved in two steps in M x K V-MIMO systems, i.e., power allocation with known user group and joint user pairing and power allocation. A multi-level water-filling method is used, and an iterative algorithm based on the outputs from the first step is employed in the second step. Finally, we propose a joint user pairing and power allocation scheme to find a user group that can achieve the maximum EE with power allocation. Simulation results and performance comparisons illustrate improved performance of the proposed scheme. Compared to the existing user pairing approaches, the proposed scheme achieves a significantly high EE gain while guaranteeing SE of a V-MIMO system.
机构:
Chinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R ChinaChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Chen, Xia
Hu, Honglin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R ChinaChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Hu, Honglin
Wang, Haifeng
论文数: 0引用数: 0
h-index: 0
机构:
Nokia Mobile Phones, Oulu, FinlandChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Wang, Haifeng
Chen, Hsiao-Hwa
论文数: 0引用数: 0
h-index: 0
机构:
Natl Cheng Kung Univ, Dept Engn Sci, Tainan 70101, TaiwanChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Chen, Hsiao-Hwa
Guizani, Mohsen
论文数: 0引用数: 0
h-index: 0
机构:
Western Michigan Univ, Dept Comp Sci, Kalamazoo, MI 49008 USAChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
机构:
Chinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Deng, Lei
Rui, Yun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Rui, Yun
Cheng, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Cheng, Peng
Zhang, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept ECE, Hong Kong, Hong Kong, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Zhang, Jun
Zhang, Q. T.
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Zhang, Q. T.
Li, Mingqi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
机构:
Chinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R ChinaChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Chen, Xia
Hu, Honglin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R ChinaChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Hu, Honglin
Wang, Haifeng
论文数: 0引用数: 0
h-index: 0
机构:
Nokia Mobile Phones, Oulu, FinlandChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Wang, Haifeng
Chen, Hsiao-Hwa
论文数: 0引用数: 0
h-index: 0
机构:
Natl Cheng Kung Univ, Dept Engn Sci, Tainan 70101, TaiwanChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
Chen, Hsiao-Hwa
Guizani, Mohsen
论文数: 0引用数: 0
h-index: 0
机构:
Western Michigan Univ, Dept Comp Sci, Kalamazoo, MI 49008 USAChinese Acad Sci, Shanghai Res Ctr Wireless Commun, Shanghai Inst Micro Syst & Informat Technol, Shanghai, Peoples R China
机构:
Chinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Deng, Lei
Rui, Yun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Rui, Yun
Cheng, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Cheng, Peng
Zhang, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept ECE, Hong Kong, Hong Kong, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Zhang, Jun
Zhang, Q. T.
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China
Zhang, Q. T.
Li, Mingqi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R ChinaChinese Acad Sci, Shanghai Adv Res Inst, Beijing 100864, Peoples R China