Timing mismatch calibration circuit for high-speed time-interleaved ADCs

The concept of a Time-Interleaved analog-to-digital converter (TI ADC) which comprises sub-ADCs (channels) is proposed as a means of increasing the speed of analog-to-digital converters (ADCs), albeit with a power and area penalty. During the alternate sampling process, timing mismatch between th...

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主要作者: Liu, Yifei
其他作者: Chang Joseph Sylvester
格式: Theses and Dissertations
語言:English
出版: 2018
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在線閱讀:http://hdl.handle.net/10356/76014
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spelling sg-ntu-dr.10356-760142023-07-04T15:56:46Z Timing mismatch calibration circuit for high-speed time-interleaved ADCs Liu, Yifei Chang Joseph Sylvester School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering The concept of a Time-Interleaved analog-to-digital converter (TI ADC) which comprises sub-ADCs (channels) is proposed as a means of increasing the speed of analog-to-digital converters (ADCs), albeit with a power and area penalty. During the alternate sampling process, timing mismatch between the sub-ADCs degrade the overall performance of the TI ADC. The timing mismatch has to be detected first, and subsequently, mitigated to improve the TI ADC performance. The detection and correction of the timing mismatch can be done by means of fully-digital approaches (mathematical algorithms), or hardware approaches (dedicated analog circuitries). The fully-digital approaches are preferable as they are impervious to process variations, and can be easily configured and implemented using computer programs, FPGAs, microcontrollers, or DSPs. This Master of Science dissertation pertains to the implementation of a combined timing-mismatch detection and correction algorithm (fully-digital approach) for a 2 GHz 4-channel 14-bit TI ADC. The detection algorithm is based on the average difference between samples algorithm. Simulation results show that when the mismatch is varied linearly (-5% to 5% of the channel sampling period), the error detected by the algorithm also varies linearly (-0.025 to 0.025 normalized value). It can, therefore, be concluded that the mismatch and the detected error have an unambiguous one-to-one correspondence. The correction algorithm is based on the Lagrange polynomial interpolation algorithm that estimates the signal shape by interpolating the samples. Computer simulation results of the combined detection and correction algorithms when used with the TI ADC show that the Signal to Noise and Distortion Ratio (SNDR) is ~90 dB on average for input frequencies ≤600 MHz and -5% to 5% timing mismatch. This is a 45 dB SNDR improvement compared to without the algorithms. Master of Science (Electronics) 2018-09-18T04:45:16Z 2018-09-18T04:45:16Z 2018 Thesis http://hdl.handle.net/10356/76014 en 63 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Liu, Yifei
Timing mismatch calibration circuit for high-speed time-interleaved ADCs
description The concept of a Time-Interleaved analog-to-digital converter (TI ADC) which comprises sub-ADCs (channels) is proposed as a means of increasing the speed of analog-to-digital converters (ADCs), albeit with a power and area penalty. During the alternate sampling process, timing mismatch between the sub-ADCs degrade the overall performance of the TI ADC. The timing mismatch has to be detected first, and subsequently, mitigated to improve the TI ADC performance. The detection and correction of the timing mismatch can be done by means of fully-digital approaches (mathematical algorithms), or hardware approaches (dedicated analog circuitries). The fully-digital approaches are preferable as they are impervious to process variations, and can be easily configured and implemented using computer programs, FPGAs, microcontrollers, or DSPs. This Master of Science dissertation pertains to the implementation of a combined timing-mismatch detection and correction algorithm (fully-digital approach) for a 2 GHz 4-channel 14-bit TI ADC. The detection algorithm is based on the average difference between samples algorithm. Simulation results show that when the mismatch is varied linearly (-5% to 5% of the channel sampling period), the error detected by the algorithm also varies linearly (-0.025 to 0.025 normalized value). It can, therefore, be concluded that the mismatch and the detected error have an unambiguous one-to-one correspondence. The correction algorithm is based on the Lagrange polynomial interpolation algorithm that estimates the signal shape by interpolating the samples. Computer simulation results of the combined detection and correction algorithms when used with the TI ADC show that the Signal to Noise and Distortion Ratio (SNDR) is ~90 dB on average for input frequencies ≤600 MHz and -5% to 5% timing mismatch. This is a 45 dB SNDR improvement compared to without the algorithms.
author2 Chang Joseph Sylvester
author_facet Chang Joseph Sylvester
Liu, Yifei
format Theses and Dissertations
author Liu, Yifei
author_sort Liu, Yifei
title Timing mismatch calibration circuit for high-speed time-interleaved ADCs
title_short Timing mismatch calibration circuit for high-speed time-interleaved ADCs
title_full Timing mismatch calibration circuit for high-speed time-interleaved ADCs
title_fullStr Timing mismatch calibration circuit for high-speed time-interleaved ADCs
title_full_unstemmed Timing mismatch calibration circuit for high-speed time-interleaved ADCs
title_sort timing mismatch calibration circuit for high-speed time-interleaved adcs
publishDate 2018
url http://hdl.handle.net/10356/76014
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