Energy Efficient Resource Management in SWIPT Enabled Heterogeneous Networks With NOMA

被引:105
作者
Zhang, Haijun [1 ]
Feng, Mengting [1 ]
Long, Keping [1 ]
Karagiannidis, George K. [2 ]
Leung, Victor C. M. [3 ,4 ]
Poor, H. Vincent [5 ]
机构
[1] Univ Sci & Technol Beijing, Inst Artificial Intelligence, Beijing Adv Innovat Ctr Mat Genome Engn, Beijing Engn & Technol Res Ctr Convergence Networ, Beijing 100083, Peoples R China
[2] Aristotle Univ Thessaloniki, Elect & Comp Engn Dept, Thessaloniki 54124, Greece
[3] Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Guangdong, Peoples R China
[4] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[5] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
中国国家自然科学基金; 美国国家科学基金会; 北京市自然科学基金;
关键词
NOMA; Resource management; Optimization; Energy harvesting; Interference; Wireless networks; Energy efficiency; energy harvesting; HetNets; resource allocation; NONORTHOGONAL MULTIPLE-ACCESS; POWER ALLOCATION; OPTIMIZATION; SYSTEMS; CELLS;
D O I
10.1109/TWC.2019.2948874
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
Non-orthogonal multiple access (NOMA) in heterogeneous network (HetNet) is a very promising scheme to meet the exponential growth of mobile data expected in the coming years. However, since wireless networks are becoming denser, the energy consumption of such networks is increasingly severe. Therefore, it is necessary to design novel energy efficiency (EE) maximization technologies under the constraint of limited energy supply. This paper investigates the resource optimization problem of NOMA heterogeneous small cell networks with simultaneous wireless information and power transfer (SWIPT). By decoupling subchannel allocation and power control, a low-complexity subchannel matching algorithm is designed. Furthermore, to maximize the energy efficiency, a power optimization algorithm is proposed using Langrangian duality. Aiming at the power allocation problem, the original non-convex and non-linear energy efficiency optimization problem is transformed into a more tractable one. Simulation results demonstrate the effectiveness and convergence of the proposed optimization scheme in terms of system energy efficiency.
引用
收藏
页码:835 / 845
页数:11
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