Transceiver Design for Nonregenerative MIMO Cognitive Relay Networks With Tomlinson-Harashima Precoding

被引:10
|
作者
Li, Quanzhong [1 ,2 ]
Zhang, Qi [3 ]
Qin, Jiayin [3 ]
机构
[1] Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
[2] Natl Univ Def Technol, Collaborat Innovat Ctr High Performance Comp, Changsha, Hunan, Peoples R China
[3] Sun Yat Sen Univ, Sch Informat Sci & Technol, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Alternating optimization (AO); cognitive relay network (CRN); multiple-input-multiple-output (MIMO); Tomlinson-Harashima (TH) precoding; worst-case model; POWER ALLOCATION; RADIO; SYSTEMS; OPTIMIZATION; PERFORMANCE;
D O I
10.1109/TCOMM.2015.2497345
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
Transceiver with Tomlinson-Harashima (TH) precoding outperforms the linear minimum mean-square-error (MSE) architecture in terms of minimum achievable MSE. In this paper, we investigate transceiver design optimization problem for nonregenerative multiple-input multiple-output cognitive relay networks (CRNs) with TH precoding. In the CRN, a secondary user (SU) source, an SU relay and an SU destination employ a TH precoder, a relay precoder, and a linear equalizer, respectively. For scenario in which SUs know perfect channel state information (CSI) from SUs to primary users, we propose an alternating optimization (AO)-based suboptimal algorithm. Given TH precoder and relay precoder, we derive a closed-form optimal solution of linear equalizer. Given relay precoder, TH precoder can be found by convex optimization. Given TH precoder, we transform nonconvex relay precoder design problem into a difference of convex programming and propose a constrained concave convex procedure-based iterative algorithm to find its local optimum. For scenario in which SUs know imperfect CSI, the channel uncertainties are modeled by worst case model. We derive equivalent worst case interference power constraints and extend the proposed AO-based suboptimal algorithm to cope with the worst case interference power constraints. Simulation results demonstrate that the proposed transceiver design with TH precoding outperforms linear transceiver designs.
引用
收藏
页码:541 / 553
页数:13
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