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
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