Frequency Response Mismatches in 4-channel Time-Interleaved ADCs: Analysis, Blind Identification, and Correction

被引:56
|
作者
Singh, Simran [1 ]
Anttila, Lauri [2 ]
Epp, Michael [1 ]
Schlecker, Wolfgang [1 ]
Valkama, Mikko [2 ]
机构
[1] Airbus Def, D-89077 Ulm, Germany
[2] Tampere Univ Technol, Dept Elect & Commun Engn, FI-33101 Tampere, Finland
基金
芬兰科学院;
关键词
Complex signals and circularity; frequency response mismatch identification and correction; Hilbert transform; I/Q downconversion and mismatches; RF sampling ADC; time-interleaved ADCs; I/Q IMBALANCE COMPENSATION; DIGITAL CORRECTION; RECEIVER I/Q; ALGORITHMS; ERRORS; CALIBRATION; BANDWIDTH;
D O I
10.1109/TCSI.2015.2459554
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article proposes a novel adaptive architecture for blind identification and compensation of frequency response mismatches in 4-channel time-interleaved analog-to-digital-converters (TI-ADCs). Detailed frequency response mismatch modeling is first carried out elaborating in detail the interleaving mismatch spurs characteristics. Stemming from the established mirror-frequency crosstalk nature of the different mismatch spurs, the interleaving mismatch identification process is then carried out using complex second-order statistics based methods. The developed learning algorithm performs the mismatch identification and learns the mismatch compensation filter parameters in a blind manner for almost the full digital bandwidth of the 4 TI-ADC system. The proposed solution's efficiency and performance are verified and demonstrated using state-of-the-art RF-sampling TI-ADC hardware measurements with GHz range instantaneous bandwidth. In addition to this, the relationship between a four-channel TI-ADC and an I/Q sampling 2-channel TI-ADC is explored and an interesting link between the two is established in this work.
引用
收藏
页码:2268 / 2279
页数:12
相关论文
共 50 条
  • [21] A calibration method for frequency response mismatches in M-channel time-interleaved analog-to-digital converters
    Liu, Husheng
    Xu, Hui
    IEICE ELECTRONICS EXPRESS, 2016, 13 (16):
  • [22] Efficient Estimation and Correction of Mismatch Errors in Time-Interleaved ADCs
    Schmidt, Christian A.
    Cousseau, Juan E.
    Figueroa, Jose L.
    Reyes, Benjamin T.
    Hueda, Mario R.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2016, 65 (02) : 243 - 254
  • [23] Frequency response mismatch calibration in 2-channel time-interleaved oscilloscopes
    Pan, Zhixiang
    Ye, Peng
    Yang, Kuojun
    Gao, Jian
    Huang, Wuhuang
    Zhao, Yu
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2021, 92 (06)
  • [24] Real-Time Blind Calibration for Frequency Response Mismatches in Two-Channel TI-ADCs
    Liu Guiqing
    Wang Yinan
    Liu Husheng
    Diao Jietao
    PROCEEDINGS OF 2017 13TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), VOL 1, 2017, : 293 - 298
  • [25] Improved Blind Timing Skew Estimation Based on Spectrum Sparsity and ApFFT in Time-Interleaved ADCs
    Liu, Sujuan
    Lyu, Ning
    Cui, Jiashuai
    Zou, Yuexian
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (01) : 73 - 86
  • [26] A Spectral-Correlation-Based Blind Calibration Method for Time-Interleaved ADCs
    Niu, Han
    Yuan, Jie
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2020, 67 (12) : 5007 - 5017
  • [27] Digital Mismatch Correction for Bandpass Sampling Four-Channel Time-Interleaved ADCs in Direct-RF Sampling Receivers
    Kihara, Takao
    Takahashi, Tomoya
    Yoshimura, Tsutomu
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2019, 66 (06) : 2007 - 2016
  • [28] Frequency Response Mismatch Calibration in Generalized Time-Interleaved Systems
    Pan, Zhixiang
    Ye, Peng
    Yang, Kuojun
    Huang, Wuhuang
    Zhao, Yu
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [29] Generalized blind mismatch correction for two-channel time-interleaved A-TO-D converters
    Seo, Munkyo
    Rodwell, Mark
    Madhow, Upamanyu
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PTS 1-3, PROCEEDINGS, 2007, : 1505 - +
  • [30] First Order Statistic Based Fast Blind Calibration of Time Skews for Time-Interleaved ADCs
    Yin, Maowei
    Ye, Zhongfu
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (01) : 162 - 166