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Blind equalization and estimation of FIR communications channels using fractional sampling

机译:使用分数采样的FIR通信信道的盲均衡和估计

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We consider the problem of blind estimation and equalization of digital communication finite impulse response (FIR) channels using fractionally spaced samples. Fractionally sampled data are cyclostationary rather than stationary. The problem is cast into a mathematical framework of parameter estimation for a vector stationary process with single input (information sequence) and multiple outputs, by using a time-series representation of a cyclostationary process. The channel parameters are estimated by first estimating various subchannels using the second- and the fourth-order cumulant function of the received data, and then appropriately aligning and scaling them. The estimated channel impulse response is then used to construct a linear equalizer. Two illustrative simulation examples using four- and 16-QAM signals are presented where effect of symbol-timing-phase offset is studied via simulations.
机译:我们考虑使用分数间隔样本对数字通信有限冲激响应(FIR)信道进行盲估计和均衡的问题。部分采样的数据是循环平稳的,而不是平稳的。通过使用循环平稳过程的时间序列表示,将问题转化为具有单个输入(信息序列)和多个输出的矢量平稳过程的参数估计的数学框架。通过首先使用接收数据的二阶和四阶累积量函数估算各个子信道,然后适当地对齐和缩放它们,来估算信道参数。然后,将估计的信道脉冲响应用于构建线性均衡器。给出了两个使用四和16-QAM信号的示例性仿真示例,其中通过仿真研究了符号定时相位偏移的影响。

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