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arXiv 1111.7104cs.ITmath.IT
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时间相关MIMO瑞利块衰落信道的最小差分反馈

On the Minimum Differential Feedback for Time-Correlated MIMO Rayleigh Block-Fading Channels

L. Zhang, Lingyang Song, M. Ma, B. Jiao

摘要:

在本文中,我们考虑了一般的多输入多输出(MIMO)系统的信道状态信息(CSI)反馈的时间相关的瑞利块衰落信道。具体来说,我们首先推导出的最小差分反馈速率的封闭形式的表达,以实现最大的Erdodic容量在存在信道估计误差和量化失真的接收机。在反馈信道传输速率受限的情况下,进一步研究了周期反馈系统中各态历经容量与微分反馈间隔的关系,通过理论分析发现存在一个最优微分反馈间隔,使得各态历经容量最大化.最后,通过仿真验证了分析结果在一个实际的周期微分反馈系统使用劳埃德的量化算法。

英文摘要:

In this paper, we consider a general multiple input multiple output (MIMO) system with channel state information (CSI) feedback over time-correlated Rayleigh block-fading channels. Specifically, we first derive the closed-form expression of the minimum differential feedback rate to achieve the maximum erdodic capacity in the presence of channel estimation errors and quantization distortion at the receiver. With the feedback-channel transmission rate constraint, in the periodic feedback system, we further investigate the relationship of the ergodic capacity and the differential feedback interval, and we find by theoretical analysis that there exists an optimal differential feedback interval to maximize ergodic capacity. Finally, analytical results are verified through simulations in a practical periodic differential feedback system using Lloyd's quantization algorithm.

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