Assembly line ADC background digital calibration method and device based on histogram statistics

A technique of histogram statistics and calibration method, applied in the direction of analog/digital conversion calibration/test, analog/digital conversion, electrical components, etc., can solve the problems that are not conducive to improving ADC signal-to-noise ratio and linearity, increasing system power consumption and algorithm Complexity, unable to guarantee calibration performance and other issues, to achieve the effect of improving signal-to-noise ratio and linearity, easy implementation, and high calibration accuracy

Pending Publication Date: 2021-12-31
XIDIAN UNIV
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, the above method requires additional analog circuits, which increases system power consumption and algorithm complexity, and is a foreground calibration that requires a specific operating environment to implement, and the calibration performance cannot be guaranteed after the chip working environment changes
Due to the fixed circuit structure, the calibration accuracy of the pipeline ADC inter-stage gain is limited, which is not conducive to improving the signal-to-noise ratio and linearity of the ADC.

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Assembly line ADC background digital calibration method and device based on histogram statistics
  • Assembly line ADC background digital calibration method and device based on histogram statistics
  • Assembly line ADC background digital calibration method and device based on histogram statistics

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0061] See Figure 1-2 , figure 1 It is a schematic diagram of a pipeline ADC background digital calibration method based on histogram statistics provided by an embodiment of the present invention, figure 2 It is a schematic diagram of the implementation process of a pipelined ADC background digital calibration method based on histogram statistics provided by the embodiment of the present invention; the method specifically includes the following steps:

[0062] S1: Obtain the output digital code of each stage of ADC in the multi-stage pipeline ADC, and regard the Nth stage of ADC as an ideal subsequent stage.

[0063] Specifically, in this embodiment, the N-stage pipeline ADC input signal V IN , After the pipeline ADC has been converted for a period of time, the background calibration is started. At this point, the output digital codes of the ADCs at all levels are obtained, denoted as D 1 、D 2 ...D N-1 、D N , and the default digital code D of the last stage of the pip...

Embodiment 2

[0098] As an optional embodiment of the present invention, after step S21 and before step S22 in the first embodiment, further includes: performing threshold screening on the histogram to remove digital codes caused by noise.

[0099] See Figure 5 , Figure 5 It is an example diagram of statistical results of histograms containing noise provided by the embodiment of the present invention. Since the actual pipeline ADC does not work ideally, considering that the kickback noise and thermal noise in the ADC will cause the change of the digital code, and the frequency of the change of the digital code caused by the noise is much smaller than the change of the input signal, so the threshold value is set up. filter.

[0100] The threshold screening method for statistical results can remove the influence of the expansion of the digital code range caused by noise, and ensure that the actual gain value is obtained.

[0101] After the digital code generated by the noise is removed, ...

Embodiment 3

[0104] The comparator voltage offset due to transistor mismatch and process production error will generate an offset voltage at the input terminal of the comparator, making the comparator judge wrongly. In order to reduce this effect, the pipeline ADC generally adds redundant bits so that the comparator can still work normally when the judgment is wrong, but this will affect the general calibration method. In order to eliminate this effect, this embodiment provides a calculation method for calculating the average gain.

[0105] As an optional embodiment of the present invention, when the present invention performs statistics on the histogram of the output digital code of the ideal rear stage, and calculates the gain coefficient between the ideal rear stage and its previous stage ADC according to the histogram, You can follow the steps below:

[0106] Segment the output digital code of the current ideal subsequent stage according to the output digital code of the previous stag...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses an assembly line ADC background digital calibration method and device based on histogram statistics, and the method comprises the steps of obtaining an output digital code of each stage of ADC in a multi-stage assembly line ADC, and taking the Nth stage of ADC as an ideal rear stage; counting a histogram of the digital code output by the ideal post-stage, and calculating a gain coefficient between the ADC of the ideal post-stage and the ADC of the previous stage according to the histogram; according to the gain coefficient, calibrating the output digital code of the former-stage ADC of the ideal later stage; and combining the calibrated ADC with the Nth-stage ADC, updating an ideal post-stage, and after each update, calibrating an output digital code of the previous-stage ADC until the output digital code is calibrated to the first-stage ADC so as to complete the background digital calibration of the multi-stage assembly line ADC. The method can be operated in the background and is easy to implement, the inter-stage gain error of the assembly line ADC can be remarkably reduced without additionally adding an analog circuit, the calibration precision is high, and the method has very important significance for improving the signal-to-noise ratio and the linearity of the assembly line ADC.

Description

technical field [0001] The invention belongs to the technical field of pipeline analog-to-digital converters, and in particular relates to a pipeline ADC background digital calibration method and device based on histogram statistics. Background technique [0002] Pipeline analog-to-digital converter (analog to digital converter, analog-to-digital converter) is a common structure for realizing high-speed and high-precision converters. , CCD image data processing, ultrasonic monitoring and other high-speed and high-precision fields are more and more widely used. Because of the existence of the gain error between the stages of the pipeline ADC, it has a very bad influence on the signal-to-noise ratio and linearity of the system. Therefore, it is necessary to calibrate the inter-stage gain of the multi-stage pipeline ADC. [0003] The prior art provides a pipelined ADC inter-stage gain calibration method. After the chip is taped out, firstly, the actual gain of the pipeline st...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): H03M1/10
CPCH03M1/1009
Inventor 刘马良南剑张乘浩朱樟明杨银堂
Owner XIDIAN UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products