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Calibration Curves: Linear Least Squares01:20

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In signal processing, a continuous-time signal can be sampled using an impulse-train sampling technique, followed by the zero-order hold method. Impulse-train sampling involves the use of a periodic impulse train, which consists of a series of delta functions spaced at regular intervals determined by the sampling period. When a continuous-time signal is multiplied by this impulse train, it generates impulses with amplitudes corresponding to the signal's values at the sampling points.
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Histogram-Based Calibration Method for Pipeline ADCs.

Hyeonuk Son1, Jaewon Jang1, Heetae Kim1

  • 1Department of Electrical and Electronics Engineering, Yonsei University, 120-749 Seodaemoon-Gu Shinchon-Dong 134 Seoul, Korea.

Plos One
|June 13, 2015
PubMed
Summary
This summary is machine-generated.

This study introduces a fast calibration method for pipelined analog-to-digital converters (ADCs). The technique uses histograms to reduce data and calibration time, significantly improving performance metrics for high-resolution ADCs.

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Area of Science:

  • Electrical Engineering
  • Signal Processing
  • Integrated Circuit Design

Background:

  • Traditional histogram-based calibration for analog-to-digital converters (ADCs) is data-intensive and time-consuming, particularly for high-resolution systems.
  • Pipelined ADCs present unique calibration challenges due to inter-stage dependencies.

Purpose of the Study:

  • To propose a fast and accurate calibration method for pipelined ADCs.
  • To reduce the data volume and test duration required for ADC calibration.

Main Methods:

  • A novel calibration method employing histograms generated from the output of each stage.
  • Error sources are calculated based on the information derived from stage output histograms.
  • The method leverages the dependency of digitized outputs on preceding stages to infer errors.

Main Results:

  • Significant reduction in required samples and calibration time.
  • For a 14-bit pipelined ADC, integral non-linearity (INL) improved from 6.78 to 0.52 LSB.
  • Spurious-free dynamic range (SFDR) improved from 67.0 to 106.2 dB, and signal-to-noise-and-distortion ratio (SNDR) improved from 65.6 to 84.8 dB.

Conclusions:

  • The proposed histogram-based calibration method offers a substantial improvement in speed and accuracy for pipelined ADCs.
  • This technique effectively addresses the limitations of traditional methods for high-resolution ADC calibration.
  • The implemented simple modules facilitate efficient error source calculation and performance enhancement.