电子与信息学报
電子與信息學報
전자여신식학보
JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY
2015年
8期
1957-1963
,共7页
无线通信%稳健干扰对齐%信道估计误差%QR分解%系统性能
無線通信%穩健榦擾對齊%信道估計誤差%QR分解%繫統性能
무선통신%은건간우대제%신도고계오차%QR분해%계통성능
Wireless communication%Robust interference alignment%Channel estimation error%QR decomposition%Performance of system
大多数干扰对齐算法都假定发送端可以获得理想的信道状态信息(CSI),由于信道估计误差、反馈延迟等原因,实际通信系统中CSI往往是有误差的。为此,该文提出一种基于QR分解的稳健干扰对齐算法。对含有误差的联合接收信号进行基于 QR 分解的预处理,消除一半有误差的干扰;然后在有误差的等效信道联合矩阵下,充分考虑信道误差和干扰的影响,通过最小化发送端泄漏到非目标接收端的干扰信号功率来设计预编码矩阵,并基于最小均方误差(MMSE)准则来设计干扰抑制矩阵。最后,在理想CSI和误差CSI的情况下,通过实验仿真,证明了该算法有效地提高了系统性能。
大多數榦擾對齊算法都假定髮送耑可以穫得理想的信道狀態信息(CSI),由于信道估計誤差、反饋延遲等原因,實際通信繫統中CSI往往是有誤差的。為此,該文提齣一種基于QR分解的穩健榦擾對齊算法。對含有誤差的聯閤接收信號進行基于 QR 分解的預處理,消除一半有誤差的榦擾;然後在有誤差的等效信道聯閤矩陣下,充分攷慮信道誤差和榦擾的影響,通過最小化髮送耑洩漏到非目標接收耑的榦擾信號功率來設計預編碼矩陣,併基于最小均方誤差(MMSE)準則來設計榦擾抑製矩陣。最後,在理想CSI和誤差CSI的情況下,通過實驗倣真,證明瞭該算法有效地提高瞭繫統性能。
대다수간우대제산법도가정발송단가이획득이상적신도상태신식(CSI),유우신도고계오차、반궤연지등원인,실제통신계통중CSI왕왕시유오차적。위차,해문제출일충기우QR분해적은건간우대제산법。대함유오차적연합접수신호진행기우 QR 분해적예처리,소제일반유오차적간우;연후재유오차적등효신도연합구진하,충분고필신도오차화간우적영향,통과최소화발송단설루도비목표접수단적간우신호공솔래설계예편마구진,병기우최소균방오차(MMSE)준칙래설계간우억제구진。최후,재이상CSI화오차CSI적정황하,통과실험방진,증명료해산법유효지제고료계통성능。
Most interference alignment algorithms assume that the senders know perfect Channel State Information (CSI), but in practical communication systems, due to the channel estimation error, the delayed feedback and so on, the CSI often exists the error. Therefore, a robust interference alignment algorithm is presented based on the QR decomposition. Firstly, the QR is used to preprocess the jointly received signal with the of error for eliminating half of the interference terms. Then this paper minimizes the interference power from the sender to the other receivers to design the pre-coding matrix, and utilizes Minimum Mean Square Error (MMSE) criterion to design the interference suppression matrix. Finally, under the conditions of perfect CSI and error CSI, the simulation results verify that the proposed algorithm improves effectively the performance of the system.