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Time-Interleaved Analog-to-Digital Converter (TIADC) Compensation Using Multichannel Filters

机译:使用多通道滤波器的时间交错模数转换器(TIaDC)补偿

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摘要

Published methods that employ a filter bank for compensating the timing and bandwidth mismatches of an M-channel time-interleaved analog-to-digital converter (TIADC) were developed based on the fact that each sub-ADC channel is a downsampled version of the analog input. The output of each sub-ADC is filtered in such a way that, when all the filter outputs are summed, the aliasing components are minimized. If each channel of the filter bank has N coefficients, the optimization of the coefficients requires computing the inverse of an MN times MN matrix if the weighted least squares (WLS) technique is used as the optimization tool. In this paper, we present a multichannel filtering approach for TIADC mismatch compensation. We apply the generalized sampling theorem to directly estimate the ideal output of each sub-ADC using the outputs of all the sub-ADCs. If the WLS technique is used as the optimization tool, the dimension of the matrix to be inversed is N times N. For the same number of coefficients (and also the same spurious component performance given sufficient arithmetic precision), our technique is computationally less complex and more robust than the filter-bank approach. If mixed integer linear programming is used as the optimization tool to produce filters with coefficient values that are integer powers of two, our technique produces a saving in computing resources by a factor of approximately (100.2N(M- 1)/(M-1) in the TIADC filter design.
机译:基于每个子ADC通道都是模拟量的下采样版本这一事实,开发了已发布的采用滤波器组来补偿M通道时间交错的模数转换器(TIADC)的时序和带宽不匹配的方法。输入。每个子ADC的输出都经过滤波,以使得当所有滤波器输出相加时,混叠分量最小。如果滤波器组的每个通道具有N个系数,则在使用加权最小二乘(WLS)技术作为优化工具的情况下,系数的优化需要计算MN乘以MN矩阵的逆。在本文中,我们提出了一种用于TIADC失配补偿的多通道滤波方法。我们应用广义采样定理,使用所有子ADC的输出直接估算每个子ADC的理想输出。如果将WLS技术用作优化工具,则要求逆的矩阵的维数是N乘以N。对于相同数量的系数(在具有足够的算术精度的情况下,也具有相同的寄生分量性能),我们的技术在计算上不太复杂并且比滤波器组方法更强大。如果使用混合整数线性规划作为优化工具来产生系数值为2的整数次幂的滤波器,则我们的技术可节省约(100.2N(M-1)/(M-1)的计算资源)在TIADC滤波器设计中。

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