具有滤波器组均衡的互信息MIMO选频信道

A. Vijaya Krishna, V. Shashank
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引用次数: 0

摘要

在发射器和接收器上使用多个天线的动机是可以实现实质性的性能增益,无论是在可实现的数据速率的增加还是在错误率的降低方面。可实现的数据速率以信道的互信息为特征。在选频多输入多输出(MIMO)信道中,利用分组传输模型得到互信息的表达式。在本文中,我们考虑了一个滤波器组均衡框架,它是块处理方法的一个有吸引力的替代方案。我们推导了最小均方误差(MMSE)滤波器组接收机的互信息表达式,用于联合检测和符号检测。结果表明,滤波器组方法比块处理方法提供了更好的信息速率。仿真结果验证了我们的分析
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Mutual information with filterbank equalization for MIMO frequency selective channels
The use of multiple antennas at both the transmitter and receiver is well motivated by the substantial performance gains that can be realized, both in terms of an increase in achievable data rate and a decrease in error rate. The achievable data rate is characterized by the mutual information of the channel. In case of frequency selective multiple input multiple output (MIMO) channels, expressions for mutual information are obtained by using a block transmission model. In this paper, we consider a filterbank equalization framework, which is an attractive alternative to the block processing approach. We derive expressions for mutual information with the minimum mean-squared error (MMSE) filterbank receiver, for both joint detection and symbol-wise detection. It is shown that the filterbank approach provides much better information rates than the block processing approach. Simulation results are provided to validate our analysis.1
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