MIMO单载波零填充块传输系统的盲信道识别

Yi-Sheng Chen, Ching-An Lin
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引用次数: 19

摘要

提出了一种MIMO单载波零填充块传输系统的盲识别方法。该方法在传输前对源信号进行周期性预处理。信道脉冲响应矩阵的估计包括两个步骤:(i)通过求解下三角线性系统得到信道乘积矩阵;(ii)通过计算由信道乘积矩阵形成的厄米矩阵的正特征值和特征向量得到信道脉冲响应矩阵。可辨识性的一个充分条件就是信道脉冲响应矩阵是满列秩的。提出了一种减小协方差矩阵估计噪声影响的预编码序列设计方法。仿真算例验证了该方法的有效性
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Blind Channel Identification for MIMO Single Carrier Zero Padding Block Transmission Systems
We propose a blind identification method for MIMO single carrier zero padding block transmission systems. The method uses periodic preceding on the source signal before transmission. The estimation of channel impulse response matrix consists of two steps: (i) obtain the channel product matrix by solving a lower-triangular linear system and (ii) obtain the channel impulse response matrix by computing the positive eigenvalues and eigenvectors of a Hermitian matrix formed from the channel product matrix. A sufficient condition for identifiability is simply that the channel impulse response matrix is full column rank. The design of the precoding sequence to minimize the noise effect in covariance matrix estimation is proposed. Simulation examples are used to demonstrate the performance of the method
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