一种有效的时间交错模数转换器的盲时偏估计方法

Yuexian Zou, Bo Li, X. Chen
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引用次数: 7

摘要

在本文中,我们提出了一种有效的盲时序偏差估计(TSE)方法,该方法通过评估模拟输入信号的自相关性和两个相邻子adc输出样本之间的均方差来估计TIADC系统。通过二阶麦克劳林级数逼近输入信号的自相关函数,导出了基于无噪声子adc输出模型和加性高斯白噪声模型的盲TSE的解析解。实验结果表明,该方法对输入频率低于奈奎斯特频率一半的模拟信号具有较低的计算复杂度、较好的估计精度和对加性高斯噪声的鲁棒性。用实际TIADC输出数据进行的实验结果进一步验证了其良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An efficient blind timing skews estimation for time-interleaved analog-to-digital converters
In this paper, we propose an efficient blind timing skews estimation (TSE) method for TIADC systems by evaluating the autocorrelation of the analog input signal and the mean squared difference between the output samples of the two adjacent sub-ADCs. By approximating the input signal autocorrelation function using the second order Maclaurin series, an analytical solution of the blind TSE using noise free sub-ADC output model and additive white Gaussian noise model is derived. Experimental results show that the proposed blind TSE method has low computational complexity, good estimation accuracy and robustness to additive Gaussian noise for the analog signals with input frequency lower than half of the Nyquist frequency. The experiment results with the real TIADC output data further validate its good performance.
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