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Blind Equalization of Time Errors in a Time-Interleaved ADC System

机译:时间交错ADC系统中时间误差的盲均衡

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To significantly increase the sampling rate of an analog-to-digital converter (ADC), a time-interleaved ADC system is a good option. The drawback of a time-interleaved ADC system is that the ADCs are not exactly identical due to errors in the manufacturing process. This means that time, gain, and offset mismatch errors are introduced in the ADC system. These errors cause distortion in the sampled signal. In this paper, we present a method for estimation and compensation of the time mismatch errors. The estimation method requires no knowledge about the input signal, except that it should be band limited to the foldover frequency π/T_(s) for the complete ADC system. This means that the errors can be estimated while the ADC is running. The method is also adaptive to slow changes in the time errors. The Cramer-Rao bound (CRB) for the time error estimates is also calculated and compared to Monte Carlo simulations. The estimation method has also been validated on measurements from a real time-interleaved ADC system with 16 ADCs.
机译:为了显着提高模数转换器(ADC)的采样率,时间交错ADC系统是一个不错的选择。时间交错ADC系统的缺点是,由于制造过程中的错误,ADC并非完全相同。这意味着ADC系统会引入时间,增益和失调失配误差。这些误差会导致采样信号失真。在本文中,我们提出了一种估计和补偿时间失配误差的方法。该估计方法不需要任何有关输入信号的知识,只是对于整个ADC系统而言,其带宽应限制在折叠频率π/ T_s。这意味着可以在ADC运行时估计误差。该方法还适于减慢时间误差的变化。还计算了时间误差估计的Cramer-Rao界限(CRB),并将其与蒙特卡洛模拟进行了比较。该估计方法也已在具有16个ADC的实时交错ADC系统的测量结果上得到验证。

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