Optimal Power Allocation for Mobile Users in Non-Orthogonal Multiple Access Visible Light Communication Networks

被引:50
作者
Ma, Shuai [1 ,2 ]
He, Yang [1 ]
Li, Hang [3 ]
Lu, Songtao [4 ]
Zhang, Fan [1 ]
Li, Shiyin [1 ]
机构
[1] China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221116, Jiangsu, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
[3] Shenzhen Res Inst Big Data, Shenzhen 518172, Peoples R China
[4] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
NOMA; achievable rate; power allocation; mobile users; robust beamforming; CHANNEL; CAPACITY; OPTIMIZATION; PERFORMANCE; CHALLENGES; SYSTEMS; OPPORTUNITIES; DISTORTER;
D O I
10.1109/TCOMM.2018.2885352
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
In this paper, we focus on the fundamental issues of non-orthogonal multiple access (NOMA) visible light communication (VLC) networks: achievable rates and optimal power allocation schemes for both static and mobile users. First, we derive both a lower bound and an upper bound of the achievable rates with closed-form expressions for static users in NOMA VLC networks. With the derived lower bound, we minimize transmit power under the minimum rate requirements and individual light emitting diodes (LED) power constraints, which turns out to be NP-hard. By exploiting the semidefinite relaxation (SDR) technique, the optimal power allocation scheme can be obtained by solving a convex semidefinite program (SDP). Second, we develop an optimal power allocation scheme for mobile users. Due to users' movement, the estimated channel state information (CSI) may be inaccurate. We first characterize the CSI uncertainties as ellipsoidal regions, and derive a lower bound of the achievable rate expression. Then, we study the transmit power minimization problem for mobile users, which is non-convex. By applying S-lemma and SDR, the transmit power minimization problem can be reformulated as a convex SDP. Simulation results are presented to verify the effectiveness and robustness of the proposed power allocation schemes.
引用
收藏
页码:2233 / 2244
页数:12
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