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基于变步长LMS的TIADC中多失配误差联合校准算法

Joint Calibration Algorithm for Multiple Mismatch Errors in TIADC Based on Variable Step-size LMS

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【作者】 胡忞袁磊司旭帆张哲浩张健易朋兴

【Author】 HU Min;YUAN Lei;SI Xufan;ZHANG Zhehao;ZHANG Jian;YI Pengxing;School of Mechanical Science and Engineering, Huazhong University of Science and Technology;

【通讯作者】 易朋兴;

【机构】 华中科技大学机械科学与工程学院

【摘要】 针对时间交织采样系统的失配误差校准问题,对现有的基于分数延迟滤波的增益、时间与带宽失配的校准算法做出改进,引入变步长因子更新策略,降低了整个校准过程中的滤波资源的消耗。在搭建的仿真平台上,对提出的多失配误差联合校准算法进行验证。结果表明,正弦信号输入时间交织采样系统后,算法校准后SNDR提升至77.02 dB,SFDR提升至78.46 dB。此外,变步长方法的使用使得每个通道的校准过程中,仅需使用2个滤波器重复运行40次左右。

【Abstract】 Addressing the issue of mismatch error calibration in time-interleaved sampling systems, an enhanced calibration algorithm for gain, time, and bandwidth mismatches was developed based on fractional delay filtering.This algorithm incorporated a strategy for updating variable step-size factors, leading to a reduction in the consumption of filtering resources during the entire calibration process.The joint calibration algorithm for multiple mismatch errors was validated on a constructed simulation platform.The results demonstrate that, when a sinusoidal signal is input into the time-interleaved sampling system, the signal-to-noise and distortion ratio(SNDR) is improved to 77.02 dB and the spur-free dynamic range(SFDR) is enhanced to 78.46 dB after calibration.In addition, the application of the variable step-size method enables that during the calibration process of each channel, only two filters need to be repeatedly run about 40 times.

【基金】 国家重点研发计划项目(2018YFB2003303)
  • 【文献出处】 仪表技术与传感器 ,Instrument Technique and Sensor , 编辑部邮箱 ,2025年09期
  • 【分类号】TN792
  • 【下载频次】17
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