Statistical estimation-based noise reduction technique for low power successive approximation register analog-to-digital converters

Patent metadata

Field	Value
Publication number	US-9774339-B2
Application number	US-201615278519-A
Country	US
Kind code	B2
Filing date	Sep 28, 2016
Priority date	Sep 28, 2015
Publication date	Sep 26, 2017
Grant date	Sep 26, 2017

Abstract

Disclosed herein are systems and methods that describe statistical estimation based noise reduction for SAR ADCs. For SAR ADCs, the conversion error can be available at the comparator input. Although a noisy 1-bit comparator may not be able to produce an accurate estimation for its input if used only once, the comparison can be repeated multiple times for a designated bit of the multi-bit SAR ADC. This can allow for the improvement of the estimation accuracy by examining the probability of the comparator output being “1” or “0”. The estimation of a signal from a noisy environment using multiple trials can be cast as a classic statistical estimation issue. In one aspect of the disclosure, an optimal Bayes estimator is disclosed to achieve a low estimation error from the comparator on a designated bit of the multi-bit SAR ADC.

First claim

What is claimed is:

1. A multi-bit output successive approximation register (SAR) analog-to-digital converter (ADC) comprising:
at least one comparator;
at least one clock generator; and
SAR logic comprising only one counter and memory, wherein for each bit of a multi-bit output, the at least one comparator compares an input voltage to a reference voltage to determine a value for the output bit, each output bit having a corresponding reference voltage;
wherein for at least one designated bit of the multi-bit output, the at least one comparator compares the input voltage to the designated bit's corresponding reference voltage a plurality of times during a plurality of clock cycles generated by the at least one clock generator, each comparison generating either a value of either “0” or a “1”, the counter keeps count of the number of at least one of the “0” or “1” values generated during the plurality of clock cycles, said count stored in the memory;
wherein the SAR logic performs statistical analysis on the count of the number of the at least one of the “0” and “1” values generated during the clock cycles to determine a final value of the at least one designated bit of the multi-bit output.

2. The multi-bit SAR ADC of claim 1 , wherein the statistical analysis comprises Bayes estimation.

3. The multi-bit SAR ADC of claim 2 , wherein the Bayes estimation comprises a calculation of a posterior probability density function of a conversion residue.

4. The multi-bit SAR ADC of claim 1 , wherein the clock generator generates a master clock that is faster than a sampling rate of the SAR ADC.

5. The multi-bit SAR ADC of claim 1 , wherein the multi-bit SAR ADC further comprises a capacitive digital-to-analog converter (DAC).

6. The multi-bit SAR ADC of claim 1 , wherein the comparator comprises a dynamic latch comparator.

7. The multi-bit SAR ADC of claim 1 , wherein the comparator comprises a p-type metal-oxide-semiconductor (PMOS) input pair.

8. The multi-bit SAR ADC of claim 1 , wherein the multi-bit SAR ADC implements a synchronous clocking scheme.

9. The multi-bit SAR ADC of claim 1 , wherein the multi-bit SAR ADC comprises bottom-plate sampling to sample the input voltage.

10. The multi-bit SAR ADC of claim 1 , wherein the multi-bit SAR ADC comprises n-type metal-oxide-semiconductor (NMOS) transistors to sample the input voltage.

11. A method for converting an analog signal to a digital signal using a multi-bit output successive approximation register (SAR) analog-to-digital converter (ADC), the method comprising:
comparing, for each bit of a multi-bit output, an input voltage to a reference voltage to determine a value for an output bit, wherein each output bit has a corresponding reference voltage;
comparing, for at least one designated bit of the multi-bit output, the input voltage to the designated bit's corresponding reference voltage a plurality of times during a plurality of clock cycles generated by at least one clock generator, wherein each comparison generates either a value of either “0” or a “1”;
keeping count of the number of at least one of the “0” or “1” values generated during the clock cycles;
performing statistical analysis on the count of the number of the at least one of the “0” and “1” values generated during the clock cycles to determine a final value of the at least one designated bit of the multi-bit output, wherein the statistical analysis comprises Bayes estimation.

12. The method of claim 11 , wherein the Bayes estimation comprises a calculation of a posterior probability density function of a conversion residue.

13. The method of claim 11 , wherein the Bayes estimation is performed using a look-up table.

14. The method of claim 11 , wherein the multi-bit SAR ADC further comprises a capacitive digital-to-analog converter (DAC).

15. The method of claim 11 , wherein the comparison is performed by at least one comparator and the capacitive DAC comprises redundant capacitors to recover errors originating from the comparator having a large comparator input common-mode variation.

16. The method of claim 15 , wherein the comparator comprises a dynamic latch comparator.

17. The method of claim 15 , wherein the comparator comprises a p-type metal-oxide-semiconductor (PMOS) input pair.

18. The method of claim 11 , wherein the multi-bit SAR ADC comprises bottom-plate sampling to sample in the input voltage.

19. The method of claim 11 , wherein the multi-bit SAR ADC comprises n-type metal-oxide-semiconductor (NMOS) transistors to sample the input voltage.

20. The method of claim 11 , wherein keeping count and performing statistical analysis on the count is performed using a single counter.

Assignees

• Univ Texas

Inventors

• Sun Nan
• Chen Long
• Tang Xiyuan

Classifications

• H03M1/0697

  in time, e.g. using additional comparison cycles · CPC title

• H03M1/04 Primary

  using stochastic techniques · CPC title

• H03M1/38

  sequentially only, e.g. successive approximation type (converting more than one bit per step H03M1/14) · CPC title

• H03M1/08 Primary

  of noise {(H03M1/0617 takes precedence)} · CPC title

• H03M1/1009

  Calibration · CPC title