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Error Correction in Multichannel TIADC System Based 20GSPS Communication Signal Acquisition

Published: 12 April 2019 Publication History

Abstract

The research aims to design the error correction method of a TIADC system in the digital signal processing module based on a 20GSPS communication signal acquisition system. It studies the origin of error in TIADC system, analyzes the error model of the TIADC system and proposes the method for estimating TIADC errors based on FFT spectrum analysis which estimates three types of errors (i.e. offset, gain and time errors) by combining sine fitting and FFT spectrum analysis. Then offset, gain and time errors are corrected by combining analogue correction and digital post-correction.

References

[1]
TIAN, S, L. 2009. Research on High-speed Waveform Generation and Acquisition Technology Based on Digital Sampling. Doctoral Thesis. University of Electronic Science and Technology of China.
[2]
KUROSAWA, N. KOBAYASHI, H. KOBAYASHI, K. 2002. Channel linearity mismatch effects in time-interleaved ADC systems. In Proceedings of the 2001 IEEE International Symposium on Circuits and Systems (Sydney, NSW, Australia, May 6-9, 2001).
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Xie, B, Z. Lin, M, L. Quan, T, F. 2001. Research on the Another Amplitude Nonuniformly Sampled Signal's Digital Spectra and Compensation Algorithm. J. High Technology Letters. 11, 11 (2001), 27--31.
[4]
ELBORNSSON, J. EKLUND, J, E. 2001. Blind estimation of timing errors in interleaved AD converters. In Proceedings of the 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. (Salt Lake City, UT, USA, May 7-11 2001).
[5]
ZOU, Y, X. XU, X, J. 2012. Blind Timing Skew Estimation Using Source Spectrum Sparsity in Time-Interleaved ADCs. J. IEEE Transactions on Instrumentation and Measurement, 61, 9, (Sept. 2012).
[6]
HAN, L, D. JABBOUR, C. DESGREYS, P. et al. 2014. A fully digital background calibration of timing skew in undersampling TI-ADC. In Proceedings of the 2014 IEEE 12th International New Circuits and Systems Conference (Trois-Rivieres, QC, Canada, June 22-25 2014).
[7]
TANG, P, F. LIN, Q, Q. YUAN, B, 2012. A Fast and Accurate Algorithm for Frequency Estimation of Sinusoid Signal Based on FFT. J. Modern Radar. 34, 11 (2012), 41--44.
[8]
CHAGANTI, S. XU, L. CHEN, D. 2017. A low-cost method for separation and accurate estimation of ADC noise, aperture jitter, and clock jitter. In Proceedings of the 2017 IEEE 35th VLSI Test Symposium (Las Vegas, NV, USA, April 9-12 2017).
[9]
YANG, K, J. 2015. Research and implementation of mismatches calibration algorithm in TIADC system. Doctoral Thesis. University of Electronic Science and Technology of China.
[10]
ŠALIGA, J. KOLL, R, I. MICHAELI L, et al. 2013. A comparison of least squares and maximum likelihood methods using sine fitting in ADC testing. J. Measurement, 4, 10 (Dec. 2013), 4362--4368.
[11]
MCCORMACK, P. Reasonable selection of high-speed ADC for undersampling. J. EDN China. 12, 2 (2005), 77--78.

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  1. Error Correction in Multichannel TIADC System Based 20GSPS Communication Signal Acquisition

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    ICCBN '19: Proceedings of the 7th International Conference on Communications and Broadband Networking
    April 2019
    76 pages
    ISBN:9781450362474
    DOI:10.1145/3330180
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    In-Cooperation

    • UPM: Universiti Putra Malaysia
    • NITech: Nagoya Institute of Technology
    • Iv. Javakhishvili Tbilisi State University, Georgia

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 12 April 2019

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    Author Tags

    1. Communication signal
    2. FFT spectrum analysis
    3. digital post-correction
    4. error correction

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