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基于记忆多项式的时间交织模数转换器自适应非线性失配校正方法
引用本文:刘素娟,张仲侯.基于记忆多项式的时间交织模数转换器自适应非线性失配校正方法[J].电子与信息学报,2021,43(12):3718-3726.
作者姓名:刘素娟  张仲侯
作者单位:北京工业大学微电子学院 北京 100124
基金项目:国家自然科学基金(62074010),北京市教委科技项目(KM201810005022)
摘    要:为了提高时间交织模数转换器(TIADC)的有效分辨率,需要对其通道之间的线性/非线性失配误差进行估计和补偿。该文针对M通道TIADC的带有记忆效应的非线性失配误差提出了一种自适应盲校正算法。通过子通道重构结构(SCR)重构非线性误差信号,并通过滤波降采样最小均方(FDLMS)算法估计非线性失配误差系数。实验仿真结果表明,该方法可以有效校正带有记忆效应的非线性失配误差,并且可以大大降低实现难度和硬件资源消耗。

关 键 词:时间交织模数转换器  非线性失配误差  子通道重构结构  自适应盲校正
收稿时间:2020-10-16

Adaptive Nonlinear Mismatch Calibration Technique for TIADC Based on Memory Polynomial Model
Sujuan LIU,Zhonghou ZHANG.Adaptive Nonlinear Mismatch Calibration Technique for TIADC Based on Memory Polynomial Model[J].Journal of Electronics & Information Technology,2021,43(12):3718-3726.
Authors:Sujuan LIU  Zhonghou ZHANG
Affiliation:College of Microelectronics, Beijing University of Technology, Beijing 100124, China
Abstract:To improve the effective resolution of the Time-Interleaved Analog-to-Digital Converter (TIADC), it is necessary to estimate and compensate the linear/non-linear mismatch error between its channels. An adaptive blind correction algorithm is proposed for the non-linear mismatch error of M-channel TIADC with memory effect. The nonlinear error signal is reconstructed through the Sub-Channel Reconstruction (SCR) structure, and the nonlinear mismatch error coefficient is estimated through the Filtered-Down-sampled Least Mean Square (FDLMS) algorithm. Experimental simulation results show that this method can effectively correct the non-linear mismatch error with memory effect, and can greatly reduce the difficulty of implementation and the consumption of hardware resources.
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