用数据辅助信道估计实现MIMO信道的速率

J. Baltersee, G. Fock, H. Meyr
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引用次数: 1

摘要

采用数据辅助信道估计和离散等概率符号字母表的相干编码调制(CM)数字通信系统的可实现速率是在假设系统在平坦衰落的MIMO信道上运行并使用交织器来对抗信道的突发性质的情况下推导出来的。结果表明,线性最小均方误差(LMMSE)信道估计直接遵循推导,并将平均互信息与信道动态联系起来。在已知训练符号传输的前提下,根据所需的训练信息量对系统的可实现速率进行优化。
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Achievable rate of MIMO channels with data-aided channel estimation
The achievable rate of a coherent coded modulation (CM) digital communication system with data-aided channel estimation and a discrete, equiprobable symbol alphabet is derived under the assumption that the system operates on a flat fading MIMO channel and uses an interleaver to combat the bursty nature of the channel. It is shown that linear minimum mean square error (LMMSE) channel estimation directly follows from the derivation, and links average mutual information to the channel dynamics. Based on the assumption that known training symbols are transmitted, the achievable rate of the system is optimized with respect to the amount of training information needed.
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