信道估计误差对MIMO系统信道容量的影响
On the Channel Capacity of Multiple Input Multiple Output Systems with Channel Estimation Error
为了研究信道估计误差对MIMO系统信道容量的影响,提出了一种相关衰落环境中信道容量分析方法。该方法基于接收端信道估计误差重新构建了蕴含模型物理参数的系统模型。利用Wishart分布的性质详细推导了信道矩阵为满秩时,MIMO系统信道容量的下限。并在此基础上,提出了基于信道容量最大的发射天线选择方法。该方法不需要已知信道的瞬时状态信息,只取决于衰落的空间相关。计算复杂度低,易于实现。仿真结果表明,MIMO系统信道容量对信道估计误差比较敏感。当估计误差一定时,信噪比增大到一定程度后,系统的信道容量达到饱和。再增大信噪比,信道容量基本保持不变。在低散射环境中,适当地选择发射天线可以提高系统的信道容量。
In order to study the impact of channel estimation error on the channel capacity of a Multiple Input Multiple Output (MIMO) system, a novel method is proposed to explore the channel capacity under correlated Rayleigh fading. The system model is constructed based on the channel estimation error at the receiver side. And using the properties of Wishart distribution, the lower bound on the channel capacity is derived when the MIMO channel is full rank. And then a method is proposed to select the optimum set of transmit antennas based on the lower bound on the mean channel capacity. The proposed method based only on the fading correlation and not the instantaneous channel realization. And also its computational complexity is low and tends to be realized. The simulation results show that the channel capacity of MIMO system is sensitive to the channel estimation error. The channel capacity is maximized when the signal-to-noise increases to a certain point. Antenna selection of transmitter can increase the channel capacity of MIMO system by about 1bit/s in a flat fading environment with rank deficient channel.
王君、王磊、朱世华
通信无线通信
多输入多输出信道容量空间相关天线选择
Multiple Input Multiple Output Channel Capacity Spatial Correlation Antenna Selection
王君,王磊,朱世华.信道估计误差对MIMO系统信道容量的影响[EB/OL].(2005-12-23)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/200512-611.点此复制
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