An LMS-based Calibration Technique Using On-chip PN Signal for SAR ADCs

This paper introduces a calibration technique for capacitor mismatches in a Successive Approximation Register (SAR) ADC, based on the Least Mean Square (LMS) algorithm. The Capacitor Digital-to-analog Converter (CDAC) in a SAR ADC is reused and driven by a Pseudo-Random (PN) sequence generator, generating on-chip analog input signals for LMS calibration. A dynamic iteration step size is implemented to increase convergence speed and accuracy. The calibration circuit does not sacrifice the conversion speed or significantly increase the hardware as traditional LMS-based calibration techniques. The calibration technique is verified based on a 14-bit SAR ADC model. Compared with the results before calibration, this work improve the Spurious Free Dynamic Range (SFDR) performance from 63.4dbc to 106.5dbc. Additionally, the Integral Nonlinearity (INL) performance improved from 50LSBs to 2LSBs.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/iccs62517.2024.10846770
Citations
1
Primary Topic
Analog and Mixed-Signal Circuit Design
Type
article
Field-Weighted Citation Impact
0.18

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article

An LMS-based Calibration Technique Using On-chip PN Signal for SAR ADCs

Chenghua Wang, Jie Sun, Cuie Zheng
1 citations
Analog and Mixed-Signal Circuit Design
0.18
article

An LMS-based Calibration Technique Using On-chip PN Signal for SAR ADCs

Chenghua Wang, Jie Sun, Cuie Zheng
article en
1 citations

Abstract

This paper introduces a calibration technique for capacitor mismatches in a Successive Approximation Register (SAR) ADC, based on the Least Mean Square (LMS) algorithm. The Capacitor Digital-to-analog Converter (CDAC) in a SAR ADC is reused and driven by a Pseudo-Random (PN) sequence generator, generating on-chip analog input signals for LMS calibration. A dynamic iteration step size is implemented to increase convergence speed and accuracy. The calibration circuit does not sacrifice the conversion speed or significantly increase the hardware as traditional LMS-based calibration techniques. The calibration technique is verified based on a 14-bit SAR ADC model. Compared with the results before calibration, this work improve the Spurious Free Dynamic Range (SFDR) performance from 63.4dbc to 106.5dbc. Additionally, the Integral Nonlinearity (INL) performance improved from 50LSBs to 2LSBs.

Nanjing University of Aeronautics and Astronautics (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 49%
Analog and Mixed-Signal Circuit Design
0.18
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