A 2-channel TIADC frequency response mismatch calibration method based on frequency domain adaptive filtering

To achieve high sample rates, the system can utilize multiple analog-to-digital converters (ADCs) employing the time-interleaved analog-to-digital conversion (TIADC) technique. In TIADC, the calibration of mismatch error has received much attention. In this brief, a calibration method for frequency response mismatch (FRM) of two-channel time-interleaved analogue-to-digital converters (TIADCs) is proposed. The channel frequency response is approximated by means of polynomial fitting and the coefficients of the polynomials are estimated using a frequency domain adaptive filtering (FDAF) algorithm. The desire signal of adaptive filter can be exploit with slight oversampling. Utilizing the acquired coefficients, it is possible to compensate for the FRM of the parallel acquisition system. The proposed algorithm provides more accurate gradient estimation and faster rate of convergence compared to the traditional algorithm. We construct a dual-channel TIADC system with a sampling rate of 12.5 GSPS. The simulation result also shows the efficiency of the proposed calibration method. After applying the proposed calibration algorithm, SNR of the system is improved about 22 dB.

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Publication Details

Journal
IET conference proceedings.
Published
2025-01-01
DOI
https://doi.org/10.1049/icp.2024.2919
Primary Topic
Advanced Adaptive Filtering Techniques
Type
article
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article

A 2-channel TIADC frequency response mismatch calibration method based on frequency domain adaptive filtering

Yafeng Zhao, Houjun Wang, Yanze Zheng, Yijiu Zhao
IET conference proceedings.
Advanced Adaptive Filtering Techniques
article

A 2-channel TIADC frequency response mismatch calibration method based on frequency domain adaptive filtering

Yafeng Zhao, Houjun Wang, Yanze Zheng, Yijiu Zhao
article en

Abstract

To achieve high sample rates, the system can utilize multiple analog-to-digital converters (ADCs) employing the time-interleaved analog-to-digital conversion (TIADC) technique. In TIADC, the calibration of mismatch error has received much attention. In this brief, a calibration method for frequency response mismatch (FRM) of two-channel time-interleaved analogue-to-digital converters (TIADCs) is proposed. The channel frequency response is approximated by means of polynomial fitting and the coefficients of the polynomials are estimated using a frequency domain adaptive filtering (FDAF) algorithm. The desire signal of adaptive filter can be exploit with slight oversampling. Utilizing the acquired coefficients, it is possible to compensate for the FRM of the parallel acquisition system. The proposed algorithm provides more accurate gradient estimation and faster rate of convergence compared to the traditional algorithm. We construct a dual-channel TIADC system with a sampling rate of 12.5 GSPS. The simulation result also shows the efficiency of the proposed calibration method. After applying the proposed calibration algorithm, SNR of the system is improved about 22 dB.

IET conference proceedings.Vol. 2024(9)
University of Electronic Science and Technology of China (CN)
Affordable and clean energy
Openalex Percentile: Top 100%
Advanced Adaptive Filtering Techniques
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