Digital estimation and compensation method for nonlinearity mismatches in time-interleaved analog-to-digital converters

Channel mismatches in time-interleaved analog-to-digital converters (TIADCs) typically result in significant degradation of the ADC's dynamic performance. Offset, gain, and timing mismatches have been widely investigated whereas nonlinearity mismatches have not. In this work, we analyze the influence of nonlinearity mismatches by using a polynomial model. As a cost measure we use the signal-to-noise and distortion ratio (SNDR) and then derive a compact formula describing the dependency on nonlinearity mismatches. Based on the spectral characteristics of the TIADCs, we propose a foreground estimation method and a compensation method using a cascaded structure of adders and multipliers. Through behavioral-level simulations, we prove the validity of the derivations and demonstrate that the proposed estimation and compensation method can bring a considerable amount of improvement in the combined TIADCs dynamic performance. The proposed method is efficient assuming that a smooth approximation of the nonlinearity mismatches is sufficient.

[1]  Fast ADC testing by spectral and histogram analysis , 2004, Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference (IEEE Cat. No.04CH37510).

[2]  Håkan Johansson,et al.  Time-interleaved analog-to-digital converters: status and future directions , 2006, 2006 IEEE International Symposium on Circuits and Systems.

[3]  Patrick Satarzadeh,et al.  Adaptive Semiblind Calibration of Bandwidth Mismatch for Two-Channel Time-Interleaved ADCs , 2009, IEEE Transactions on Circuits and Systems I: Regular Papers.

[4]  Hui Xu,et al.  Adaptive Background Estimation for Static Nonlinearity Mismatches in Two-Channel TIADCs , 2015, IEEE Transactions on Circuits and Systems II: Express Briefs.

[5]  Håkan Johansson,et al.  A Polynomial-Based Time-Varying Filter Structure for the Compensation of Frequency-Response Mismatch Errors in Time-Interleaved ADCs , 2009, IEEE Journal of Selected Topics in Signal Processing.

[6]  Bernard C. Levy,et al.  Adaptive blind calibration of timing offset and gain mismatch for two-channel time-interleaved ADCs , 2006, IEEE Transactions on Circuits and Systems I: Regular Papers.

[7]  Filippo Attivissimo,et al.  Measuring the static characteristic of dithered A/D converters , 2002 .

[8]  Terri S. Fiez,et al.  Prediction and Characterization of Frequency Dependent MOS Switch Linearity and the Design Implications , 2006, IEEE Custom Integrated Circuits Conference 2006.

[9]  Xiang Jun Xu,et al.  Blind Timing Skew Estimation Using Source Spectrum Sparsity in Time-Interleaved ADCs , 2012, IEEE Transactions on Instrumentation and Measurement.

[10]  Christian Vogel,et al.  Adaptive Blind Background Calibration of Polynomial-Represented Frequency Response Mismatches in a Two-Channel Time-Interleaved ADC , 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

[11]  Haruo Kobayashi,et al.  Explicit analysis of channel mismatch effects in time-interleaved ADC systems , 2001 .

[12]  H. Kobayashi,et al.  Channel linearity mismatch effects in time-interleaved ADC systems , 2001, ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems (Cat. No.01CH37196).

[13]  Qingjiang Li,et al.  Estimation method for nonlinearity mismatch in time-interleaved analog-to-digital converters , 2014, 2014 IEEE International Symposium on Circuits and Systems (ISCAS).

[14]  Lilian Bossuet,et al.  Fast Digital Post-Processing Technique for Integral Nonlinearity Correction of Analog-to-Digital Converters: Validation on a 12-Bit Folding-and-Interpolating Analog-to-Digital Converter , 2011, IEEE Transactions on Instrumentation and Measurement.

[15]  Christian Vogel,et al.  Adaptive blind compensation of gain and timing mismatches in M-channel time-interleaved ADCs , 2008, 2008 15th IEEE International Conference on Electronics, Circuits and Systems.

[16]  Boris Murmann,et al.  General analysis on the impact of phase-skew in time-interleaved ADCs , 2009, 2008 IEEE International Symposium on Circuits and Systems.

[17]  Shing-Chow Chan,et al.  A Novel Iterative Structure for Online Calibration of $M$-channel Time-Interleaved ADCs , 2014, IEEE Transactions on Instrumentation and Measurement.

[18]  Fredrik Gustafsson,et al.  Blind adaptive equalization of mismatch errors in a time-interleaved A/D converter system , 2004, IEEE Transactions on Circuits and Systems I: Regular Papers.

[19]  M. Savino,et al.  FFT test of A/D converters to determine the integral nonlinearity , 2001, IMTC 2001. Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference. Rediscovering Measurement in the Age of Informatics (Cat. No.01CH 37188).

[20]  Hae-Seung Lee,et al.  A Zero-Crossing-Based 8-bit 200 MS/s Pipelined ADC , 2007, IEEE Journal of Solid-State Circuits.

[21]  Carlos Correia,et al.  Nonlinearity of a data-acquisition system with interleaving/multiplexing , 1997 .

[22]  J. M. Dias Pereira,et al.  An FFT-based method to evaluate and compensate gain and offset errors of interleaved ADC systems , 2004, IEEE Transactions on Instrumentation and Measurement.

[23]  Christian Vogel,et al.  The impact of combined channel mismatch effects in time-interleaved ADCs , 2005, IEEE Transactions on Instrumentation and Measurement.

[24]  W. Black,et al.  Time interleaved converter arrays , 1980, 1980 IEEE International Solid-State Circuits Conference. Digest of Technical Papers.

[25]  Christian Vogel,et al.  A Flexible and Scalable Structure to Compensate Frequency Response Mismatches in Time-Interleaved ADCs , 2009, IEEE Transactions on Circuits and Systems I: Regular Papers.

[26]  Gernot Kubin,et al.  Analysis and compensation of nonlinearity mismatches in time-interleaved ADC arrays , 2004, 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512).

[27]  Jiunn-Tsair Chen,et al.  Digital background calibration for timing mismatch in time-interleaved ADCs , 2006 .

[28]  Håkan Johansson,et al.  Reconstruction of nonuniformly sampled bandlimited signals by means of digital fractional delay filters , 2002, IEEE Trans. Signal Process..

[29]  Filippo Attivissimo,et al.  Effect and compensation of ADC nonlinearity on magnetic accommodation measurements , 2013 .

[30]  Walt Kester,et al.  The data conversion handbook , 2005 .

[31]  Gregory W. Wornell,et al.  Blind Calibration of Timing Skew in Time-Interleaved Analog-to-Digital Converters , 2009, IEEE Journal of Selected Topics in Signal Processing.

[32]  Gernot Kubin,et al.  Modeling of time-interleaved ADCs with nonlinear hybrid filter banks , 2005 .

[33]  P. Vaidyanathan Multirate Systems And Filter Banks , 1992 .

[34]  Kameswaran Vengattaramane,et al.  Least-Squares and Minimax Design of Polynomial Impulse Response FIR Filters for Reconstruction of Two-Periodic Nonuniformly Sampled Signals , 2007, IEEE Transactions on Circuits and Systems I: Regular Papers.