Adaptively calibrating analog-to-digital conversion

• US 20010010500A1
• Filed: 12/15/2000
• Published: 08/02/2001
• Est. Priority Date: 11/20/1998
• Status: Active Grant

• Current Assignee: Telefonaktiebolaget LM Ericsson
• Original Assignee: Telefonaktiebolaget LM Ericsson
• Inventors: Handel, Peter, Skoglund, Mikael, Lundin, Henrik, Pettersson, Mikael
• Granted Patent: US 6,445,317 B2
• Time in Patent Office: Days
• US Class Current: 341/120
• CPC Class Codes: H03M 1/1004 without interrupting normal operation, e.g. by providing an additional component for temporarily replacing components to be tested or calibrated H03M1/1009, H03M1/1071 take precedence
• CPC Class Codes: H03M 1/1038 by storing corrected or correction values in one or more digital look-up tables H03M1/1057 takes precedence
• CPC Class Codes: H03M 1/12 Analogue/digital converters H03M1/001 – H03M1/10 take precedence

Abstract

A method, arrangement, and system enable adaptive calibration of an analog-to-digital converter (ADC) from reference signals with unknown parameter(s) that may vary (e.g., a varying frequency). An analog reference signal s(t) is supplied to an ADC to be calibrated. The output x(n) of the ADC is used by a, e.g., sine-wave reconstruction filter to reconstruct an estimate ŝ(n) of the sampled instances of the signal s(t). A recursive frequency estimator within the sine-wave reconstruction filter produces a frequency estimate of the analog reference signal s(t) from the signal x(n). An adaptive reconstruction filter uses this frequency estimate and the signal x(n) to produce the estimate ŝ(n). When a convergence detector determines that the adaptive reconstruction filter has converged, the estimate ŝ(n) is used to alter values that are stored in a correction table. During functional operation of the ADC, the correction table is used to correct the output values of the ADC.

Claims

1. An arrangement for calibrating an analog-to-digital conversion, said arrangement comprising:

an analog-to-digital converter adapted for receiving an analog signal and producing a digital signal;

a recursive estimator configured for computing at least one parameter related to said analog signal from said digital signal; and

an adaptive filter configured for receiving said at least one parameter and said digital signal and producing therefrom a digital representation of said analog signal, said adaptive filter adapting to a change of said at least one parameter.

2. The arrangement of

claim 1

wherein said at least one parameter comprises a frequency of said analog signal.

3. The arrangement of

claim 1

, further comprising:

a memory for storing values, said values based, at least in part, on said digital representation of said analog signal.

4. The arrangement of

claim 3

, wherein said memory stores values related to said digital representation only when said adaptive filter has converged.

5. The arrangement of

claim 1

, further comprising:

a convergence detector for detecting a convergence of said adaptive filter.

6. The arrangement of

claim 5

, wherein said convergence detector comprises a signal-to-noise and distortion ratio (SINAD) detector.

7. The arrangement of

claim 1

, wherein said recursive estimator uses a least-mean-square (LMS)-based scheme to compute said at least one parameter, and said adaptive filter uses a constrained least-mean-square (LMS)-based scheme for producing said digital representation.

8. The arrangement of

claim 1

, wherein said adaptive filter further adapts to said digital signal received thereat.

9. The arrangement of

claim 1

, wherein said recursive estimator and said adaptive filter operate on a sample-by-sample basis.

10. The arrangement of

claim 1

, wherein said analog signal comprises a single tone that is stepped over a plurality of frequencies.

11. A method for calibrating an analog-to-digital conversion, said method comprising the steps of:

converting an analog reference signal to a digital signal;

recursively estimating at least one parameter related to said analog reference signal from said digital signal; and

adaptively reconstructing a digital representation of said analog reference signal from said digital signal and said at least one parameter, said step of adaptively reconstructing comprising the step of adapting to a change of said at least one parameter.

12. The method of

claim 11

, wherein said at least one parameter comprises a frequency of said analog reference signal.

13. The method of

claim 11

, further comprising the step of:

storing at least one value responsive to said digital representation in a correction table if the reconstruction of said step of adaptively reconstructing has converged.

14. The method of

claim 11

, further comprising the step of:

determining if the reconstruction of said step of adaptively reconstructing has converged.

15. The method of

claim 14

, wherein said step of determining comprises the step of determining a signal-to-noise and distortion ratio (SINAD) responsive to said digital signal and said digital representation.

16. The method of

claim 11

, wherein said step of recursively estimating is performed using a least-mean-square (LMS)-based scheme, and said step of adaptively reconstructing is performed using a constrained least-mean-square (LMS)-based scheme.

17. The method of

claim 11

, wherein said step of adaptively reconstructing further comprises the step of adapting to said digital signal.

18. The method of

claim 11

, wherein said step of recursively estimating and adaptively reconstructing are performed, at least partially, in software.

19. The method of

claim 11

, further comprising the step of:

generating said analog reference signal using a single tone that is stepped over a plurality of frequencies.

20. The method of

claim 11

, wherein said steps of recursively estimating and adaptively reconstructing are performed on a sample-by-sample basis.

21. An arrangement for calibrating an analog-to-digital conversion, said arrangement comprising:

an analog-to-digital converter adapted for receiving an analog calibration signal and producing a digital signal;

a recursive estimator configured for computing a first parameter related to said analog calibration signal from said digital signal;

an adaptive filter configured for receiving said first parameter and said digital signal and producing therefrom a digital representation of said analog calibration signal, said adaptive filter adapting to a change in said first parameter; and

a correction table for storing at least one value therein, said at least one value based, at least in part, on said digital representation of said analog calibration signal.

22. The arrangement of

claim 21

, wherein said first parameter comprises a frequency of said analog calibration signal.

23. The arrangement of

claim 22

, wherein said correction table is not reset upon a change in said first parameter of said analog calibration signal.

24. The arrangement of

claim 21

, further comprising:

a convergence detector for detecting a convergence of said adaptive filter.

25. The arrangement of

claim 21

, wherein said correction table stores said at least one value only when said adaptive filter has converged.

26. The arrangement of

claim 21

, wherein said adaptive filter determines a second parameter related to said analog calibration signal based on, at least in part, said digital signal.

27. The arrangement of

claim 26

, wherein said adaptive filter uses said first parameter for adapting when a differential between said first parameter and said second parameter exceeds a predetermined threshold.

28. The arrangement of

claim 26

, wherein said adaptive filter uses said second parameter for adapting when a differential between said first parameter and said second parameter is lower than a predetermined threshold.

29. A method for calibrating an analog-to-digital conversion, said method comprising the steps of:

converting an analog calibration signal to a digital signal;

recursively estimating a first parameter related to said analog calibration signal from said digital signal;

adaptively reconstructing a digital representation of said analog calibration signal from said digital signal and said first parameter, said step of adaptively reconstructing adapting to a change in said first parameter; and

storing at least one value in a correction table, said at least one value based, at least in part, on said digital representation, if said step of adaptively reconstructing has converged.

30. The method of

claim 29

, wherein said first parameter comprises a frequency of said analog calibration signal.

31. The method of

claim 29

, further comprising the step of:

determining if said step of adaptively reconstructing has converged.

32. The method of

claim 29

, wherein said step of storing is performed only when said step of adaptively reconstructing has converged.

33. The method of

claim 29

, wherein said step of adaptively reconstructing comprises the step of determining a second parameter related to said analog calibration signal based on, at least in part, said digital signal.

34. The method of

claim 33

, wherein said step of adaptively reconstructing further comprises the step of using said first parameter for adapting when a differential between said first parameter and said second parameter exceeds a predetermined threshold.

35. The method of

claim 33

, wherein said step of adaptively reconstructing further comprises the step of using said second parameter for adapting when a differential between said first parameter and said second parameter is lower than a predetermined threshold.

36. An arrangement for calibrating analog-to-digital conversion, said arrangement comprising:

an analog-to-digital converter, said analog-to-digital converter adapted to receive an analog input and to produce a digital output, said analog input corresponding to at least one parameter;

a recursive estimator, said recursive estimator configured to receive said digital output and to estimate a first version of said at least one parameter therefrom; and

an adaptive filter, said adaptive filter associated with a second version of said at least one parameter, said adaptive filter configured to receive said digital output and said first version of said at least one parameter, said adaptive filter further configured to determine at least one value based on, at least in part, said digital output and at least one of said first version of said at least one parameter and said second version of said at least one parameter.

37. The arrangement of

claim 36

, wherein said at least one parameter comprises a frequency of said analog input.

38. The arrangement of

claim 36

, wherein said second version of said at least one parameter corresponds to an initialization value.

39. The arrangement of

claim 36

, wherein said second version of said at least one parameter corresponds to a prior value of said first version of said at least one parameter.

40. The arrangement of

claim 36

, wherein said adaptive filter determines said at least one value based on said first version of said at least one parameter when a differential between said first version of said at least one parameter and said second version of said at least one parameter is greater than a predetermined threshold.

41. The arrangement of

claim 36

, wherein said adaptive filter determines said at least one value based on said second version of said at least one parameter when a differential between said first version of said at least one parameter and said second version of said at least one parameter is less than a predetermined threshold.

42. The arrangement of

claim 36

, further comprising:

a convergence detector, said convergence detector configured to ascertain whether said adaptive filter has converged.

43. The arrangement of

claim 42

, wherein said convergence detector comprises a signal-to-noise and distortion ratio (SINAD) determiner and a hysteresis implementer.

44. The arrangement of

claim 42

, wherein said convergence detector is configured to ascertain whether said adaptive filter has converged responsive to said at least one value and said digital output.

45. The arrangement of

claim 42

, wherein said adaptive filter updates coefficients used to determine said at least one value only when said convergence detector ascertains that said adaptive filter has not converged.

46. The arrangement of

claim 36

, further comprising:

a corrective unit, said corrective unit including a correction data structure that stores at least one entry derived from said at least one value.

47. The arrangement of

claim 46

, wherein said corrective unit is adapted to cease updating said correction data structure when said adaptive filter is not converged.