A statistic-based calibration method for TIADC system

Time-interleaved technique is widely used to increase the sampling rate of analog-to-digital converter (ADC). However, the channel mismatches degrade the performance of time-interleaved ADC (TIADC). Therefore, a statistic-based calibration method for TIADC is proposed in this paper. The average valu...

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Main Authors: Yang, Kuojun, Tian, Shulin, Ye, Peng, Zhang, Peng, Zheng, Yuanjin
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2015
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Online Access:https://hdl.handle.net/10356/107088
http://hdl.handle.net/10220/25355
http://dx.doi.org/10.1155/2015/689869
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1070882019-12-06T22:24:28Z A statistic-based calibration method for TIADC system Yang, Kuojun Tian, Shulin Ye, Peng Zhang, Peng Zheng, Yuanjin School of Electrical and Electronic Engineering DRNTU::Engineering::Mathematics and analysis Time-interleaved technique is widely used to increase the sampling rate of analog-to-digital converter (ADC). However, the channel mismatches degrade the performance of time-interleaved ADC (TIADC). Therefore, a statistic-based calibration method for TIADC is proposed in this paper. The average value of sampling points is utilized to calculate offset error, and the summation of sampling points is used to calculate gain error. After offset and gain error are obtained, they are calibrated by offset and gain adjustment elements in ADC. Timing skew is calibrated by an iterative method. The product of sampling points of two adjacent subchannels is used as a metric for calibration. The proposed method is employed to calibrate mismatches in a four-channel 5 GS/s TIADC system. Simulation results show that the proposed method can estimate mismatches accurately in a wide frequency range. It is also proved that an accurate estimation can be obtained even if the signal noise ratio (SNR) of input signal is 20 dB. Furthermore, the results obtained from a real four-channel 5 GS/s TIADC system demonstrate the effectiveness of the proposed method. We can see that the spectra spurs due to mismatches have been effectively eliminated after calibration. Published version 2015-04-10T04:53:19Z 2019-12-06T22:24:28Z 2015-04-10T04:53:19Z 2019-12-06T22:24:28Z 2015 2015 Journal Article Yang, K., Tian, S., Ye, P., Zhang, P., & Zheng, Y. (2015). A statistic-based calibration method for TIADC system. Mathematical problems in engineering, 2015, 1-9. https://hdl.handle.net/10356/107088 http://hdl.handle.net/10220/25355 http://dx.doi.org/10.1155/2015/689869 en Mathematical problems in engineering © 2015 Kuojun Yang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Mathematics and analysis
spellingShingle DRNTU::Engineering::Mathematics and analysis
Yang, Kuojun
Tian, Shulin
Ye, Peng
Zhang, Peng
Zheng, Yuanjin
A statistic-based calibration method for TIADC system
description Time-interleaved technique is widely used to increase the sampling rate of analog-to-digital converter (ADC). However, the channel mismatches degrade the performance of time-interleaved ADC (TIADC). Therefore, a statistic-based calibration method for TIADC is proposed in this paper. The average value of sampling points is utilized to calculate offset error, and the summation of sampling points is used to calculate gain error. After offset and gain error are obtained, they are calibrated by offset and gain adjustment elements in ADC. Timing skew is calibrated by an iterative method. The product of sampling points of two adjacent subchannels is used as a metric for calibration. The proposed method is employed to calibrate mismatches in a four-channel 5 GS/s TIADC system. Simulation results show that the proposed method can estimate mismatches accurately in a wide frequency range. It is also proved that an accurate estimation can be obtained even if the signal noise ratio (SNR) of input signal is 20 dB. Furthermore, the results obtained from a real four-channel 5 GS/s TIADC system demonstrate the effectiveness of the proposed method. We can see that the spectra spurs due to mismatches have been effectively eliminated after calibration.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Yang, Kuojun
Tian, Shulin
Ye, Peng
Zhang, Peng
Zheng, Yuanjin
format Article
author Yang, Kuojun
Tian, Shulin
Ye, Peng
Zhang, Peng
Zheng, Yuanjin
author_sort Yang, Kuojun
title A statistic-based calibration method for TIADC system
title_short A statistic-based calibration method for TIADC system
title_full A statistic-based calibration method for TIADC system
title_fullStr A statistic-based calibration method for TIADC system
title_full_unstemmed A statistic-based calibration method for TIADC system
title_sort statistic-based calibration method for tiadc system
publishDate 2015
url https://hdl.handle.net/10356/107088
http://hdl.handle.net/10220/25355
http://dx.doi.org/10.1155/2015/689869
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