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Resolving Ambiguities for Semi-blind Equalization of MIMO Frequency Selective Channels

机译:解决MIMO频率选择频道半盲均衡的模糊

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摘要

The semi-blind equalization for a wireless multiple-input multiple-output (MIMO) system with frequency selective Ricean channels is addressed. A reformulation of the problem accepting higher complexity allows to apply ordinary complex Independent Component Analysis (ICA). An algorithm presented here resolves the increased number of permutations due to the reformulation of the convolutive blind signal separation problem. The remaining ambiguities are as many as in the non-frequency selective case and solved by a short preamble. The efficiency of the proposed method is illustrated by numerical simulations. According to the Bit Error Rate the semi-blind equalization shows a good performance in comparison to training based channel estimation & equalization.
机译:解决了具有频率选择性Ricean信道的无线多输入多输出(MIMO)系统的半盲均衡。 接受较高复杂性的问题的重构允许应用普通复杂的独立分量分析(ICA)。 这里提出的算法解决了由于卷曲盲信号分离问题的重新定义而增加的排列数。 剩余的歧义在非频率选择性案例中具有多种,并通过短前导码解决。 通过数值模拟说明了所提出的方法的效率。 根据基于训练的信道估计和均衡,半盲均衡显示出半盲均衡显示出良好的性能。

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