时间交错ADC失配问题的新解释:一种基于跟踪的混合校准方法

IF 3.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Jiwon Sung;Jinseok Choi
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引用次数: 0

摘要

时间交错模数转换器(ti - adc)可以通过并行交错多个子adc来实现高采样率。然而,子adc之间的不匹配误差会显著降低信号质量,这是ti - adc的主要性能瓶颈。在这封信中,我们提出了一种混合校准方法,将失配问题解释为跟踪问题,并使用扩展卡尔曼滤波器在线估计失配误差。估计后,使用截断分数阶延迟滤波器和高通滤波器重构输入信号。仿真结果表明,该算法在失配估计和补偿方面都明显优于现有的混合标定方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A New Interpretation of the Time-Interleaved ADC Mismatch Problem: A Tracking-Based Hybrid Calibration Approach
Time-interleaved analog-to-digital converters (TI-ADCs) can achieve high sampling rates by interleaving multiple sub-ADCs in parallel. Mismatch errors between the sub-ADCs, however, can significantly degrade the signal quality, which is a main performance bottleneck in TI-ADCs. In this letter, we present a hybrid calibration approach by interpreting the mismatch problem as a tracking problem, and use the extended Kalman filter for online estimation of the mismatch errors. After estimation, the input signal is reconstructed using a truncated fractional delay filter and a high-pass filter. Simulations demonstrate that our algorithm substantially outperforms the existing hybrid calibration method in both mismatch estimation and compensation.
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来源期刊
IEEE Signal Processing Letters
IEEE Signal Processing Letters 工程技术-工程:电子与电气
CiteScore
7.40
自引率
12.80%
发文量
339
审稿时长
2.8 months
期刊介绍: The IEEE Signal Processing Letters is a monthly, archival publication designed to provide rapid dissemination of original, cutting-edge ideas and timely, significant contributions in signal, image, speech, language and audio processing. Papers published in the Letters can be presented within one year of their appearance in signal processing conferences such as ICASSP, GlobalSIP and ICIP, and also in several workshop organized by the Signal Processing Society.
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