基于二阶循环频谱的信道可识别性研究

Z. Ding
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引用次数: 5

摘要

本文仅利用二阶循环统计量证明了高于最小带宽的线性有限维信道的可辨识性。由于采样的通道输出也是循环平稳的,因此可以使用高于奈奎斯特采样率的数据样本的二阶循环统计量来识别未知的线性通道。不需要高阶统计量,利用信道输出的循环平稳特性的分数间隔均衡器可能成为基于高阶统计量的传统方案的有效替代方案。
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On channel identifiability based on second order cyclic spectrum
The author presents results that prove the identifiability of linear finite-dimensional channels with higher than minimum bandwidth based on the use of second-order cyclic statistics only. Since the sampled channel output is also cyclostationary, second-order cyclic statistics of data samples obtained at higher than the Nyquist sampling rate can be used to identify the unknown linear channel. Without the need for higher-order statistics, fractionally spaced equalizers exploiting the cyclostationary property of the channel output may become effective alternatives to conventional schemes based on higher-order statistics.<>
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