US6049298A
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US
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System and method for generating a linearity error correction device for an analog to digital converter
Assignee: National Instruments Corp
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Filing: 1998-11-25
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Granted: 2000-04-11
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Expires: 2018-11-25
Abstract
Abstract A system and method for reducing linearity errors in an A/D converter, such as a delta-sigma converter. The linearity errors in the delta-sigma converter are modeled by generating a set of digital signals representative of an inputted sine wave. The set of digital signals are low-pass filtered and subjected to a fast Fourier transform algorithm to generate a frequency domain representation of the sine wave. Thereafter, a net linearity error spectrum is removed from the frequency domain representation and inverse Fourier transform back into the time domain. The filtered set of digital signals are also sorted into subsets of digital signals where each signal in a subset corresponds to a particular output of a delta-sigma modulator contained within the delta-sigma converter. A fast Fourier transform algorithm is applied to each of the filtered subsets of digital signals to generate a frequency domain representation thereof. Specific linearity errors are generated by applying an inverse Fourier transform algorithm to each of the specific linearity error spectrums in the frequency domain representations of the filtered subsets of digital signals. Thereafter, linearity error correction coefficients are generated as a function of the net linearity error and the specific linearity errors. The linearity error correction coefficients are used to generate entries in a look-up table where the entries are adjustable by digital outputs of the delta-sigma modulator. The look-up table is used to correct digital signals outputted by the delta-sigma modulator prior to decimation and digital filter.
Inventors
- 👤 Niels Knudsen
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-06 13:47
CPC Classifications
H; H03; H03M; H03M3/00; H03M3/30; H03M3/38; H03M3/386; H03M3/388; H03M3/39; H03M3/412; H03M3/422; H03M3/424; H03M3/458
Claims Analysis
Total Claims: 101
Claim 1
Independent Claim
102 words
A method for constructing a linearity error correction device for use in an analog to digital (A/D) converter, the method comprising: applying an analog waveform to the A/D converter, wherein the A/D converter generates output digital signals representative thereof; recording a plurality of the output digital signals; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m); wherein the linearity error correction device is useable to correct linearity errors in the A/D converter.
Claim 2
Independent Claim
102 words
A method for constructing a linearity error correction device for use in an analog to digital (A/D) converter, the method comprising: applying an analog waveform to the A/D converter, wherein the A/D converter generates output digital signals representative thereof; recording a plurality of the output digital signals; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m); wherein the linearity error correction device is useable to correct linearity errors in the A/D converter.
Claim 3
Dependent Claim
41 words
The method of claim 1, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 4
Dependent Claim
41 words
The method of claim 2, wherein said constructing said linearity error correction device comprises configuring a look-up table including said plurality of first digital values; wherein said plurality of first digital values are addressable by an output of the A/D converter.
Claim 5
Dependent Claim
78 words
The method of claim 3, wherein the A/D converter is operable to convert an input analog signal into an output digital value, wherein the output digital value includes linearity errors; wherein the linearity error correction device is operable to translate the output digital value into one of said plurality of first digital values, where said one of said plurality of first digital values has reduced linearity errors when compared to the linearity errors in the output digital value.
Claim 6
Dependent Claim
65 words
The method of claim 1, wherein the A/D converter includes a D/A converter, wherein said D/A converter includes a plurality of current generators, wherein one or more of said current generators produces linearity errors in the A/D converter, wherein each of said linearity error correction coefficients c(m) corresponds to a particular active state of a generator internal to the D/A converter in the A/D converter.
Claim 7
Dependent Claim
41 words
The method of claim 5, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 8
Dependent Claim
120 words
The method of claim 6, wherein the plurality of first digital values are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein n represents a number of current generators contained within the D/A converter of the A/D converter wherein said generating linearity error information includes: sorting the recorded plurality of output digital signals into subsets of output digital signals, each sub-set corresponding to a particular active state of a generator internal to the D/A converter in the A/D converter; generating specific linearity errors a(m) from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m).
Claim 9
Dependent Claim
68 words
The method of claim 7, wherein said generating specific linearity errors a(m) comprises: applying a frequency domain transform to the sub-sets of output digital signals to generate a frequency domain equivalent thereof; extracting specific linearity error spectrums from the frequency domain representations of the sub-sets of output digital signals; generating the specific linearity errors a(m) by applying an inverse frequency domain transform to the specific linearity error spectrums.
Claim 10
Dependent Claim
85 words
The method of claim 8, wherein the extracting the specific linearity error spectrums comprises performing two or more of the following: removing spectral content at zero frequency from the frequency domain representations of the sub-sets of output digital signals; removing spectral content at a frequency of the analog waveform from the frequency domain representations of the sub-sets of output digital signals; and removing spectral content from a range of frequencies containing quantization noise from the frequency domain representations of the sub-sets of output digital signals.
Claim 11
Dependent Claim
51 words
The method of claim 7, wherein said generating linearity error information further comprises: generating a net linearity error E from the recorded plurality of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m) and said net linearity error E.
Claim 12
Dependent Claim
73 words
The method of claim 10, wherein said generating the net linearity error E comprises: applying a frequency domain transform to the recorded plurality of output digital signals to generate a frequency domain representation thereof; extracting a net linearity error spectrum from the frequency domain representation of the recorded plurality of output digital signals; applying an inverse frequency domain transform algorithm to the net linearity error spectrum to generate the net linearity error E.
Claim 13
Dependent Claim
87 words
The method of claim 11, wherein the extracting the net linearity error spectrum comprises performing two or more of the following: removing spectral content at zero frequency from the frequency domain representations of the recorded plurality of output digital signals; removing spectral content at a frequency of the analog waveform from the frequency domain representations of the recorded plurality of output digital signals; removing spectral content from a range of frequencies containing quantization noise from the frequency domain representations of the recorded plurality of output digital signals.
Claim 14
Dependent Claim
34 words
The method of claim 10, wherein calculating the correction coefficients c(m) comprises iteratively minimizing a power content between said net linearity error E and said specific linearity errors a(m) to produce said coefficients c(m).
Claim 15
Dependent Claim
80 words
The method of claim 13, wherein calculating the correction coefficients c(m) comprises: a) setting c(m) to zero for each value of m from one to n-1; b) setting m to zero; c) adding one to m; d) calculating k(m) which minimizes a power content of; e) subtracting k(m)a(m) from E; f) adding k(m) to c(m); g) repeating steps c) through f) in sequence until m is greater than n-1; h) repeating steps b) through g) until E is substantially low.
Claim 16
Dependent Claim
120 words
The method of claim 6, wherein the plurality of first digital values are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein n represents a number of current generators contained within the D/A converter of the A/D converter; wherein said generating linearity error information comprises: sorting the recorded plurality of output digital signals into subsets of output digital signals, each sub-set corresponding to a particular active state of a generator internal to the D/A converter in the A/D converter, generating specific linearity error spectrums from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity error spectrums.
Claim 17
Dependent Claim
52 words
The method of claim 15, wherein said generating the specific linearity error spectrums comprises: applying a frequency domain transform algorithm to the sub-sets of output digital signals to generate a frequency domain equivalent thereof; extracting the specific linearity error spectrums from the frequency domain representations of the sub-sets of output digital signals.
Claim 18
Dependent Claim
84 words
The method of claim 16, wherein the extracting the specific linearity error spectrums comprises performing two or more of the following: removing spectral content at zero frequency from the frequency domain representations of the sub-sets of digital signals; removing spectral content at a frequency of the analog waveform from the frequency domain representations of the sub-sets of output digital signals; and removing spectral content from a range of frequencies containing quantization noise from the frequency domain representations of the sub-sets of output digital signals.
Claim 19
Dependent Claim
50 words
The method of claim 15, wherein said generating linearity error information further comprises: generating a net linearity error spectrum from the plurality of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity error spectrums and said net linearity error spectrum.
Claim 20
Dependent Claim
52 words
The method of claim 18, wherein said generating the net linearity error spectrum comprises: applying a frequency domain transform algorithm to the plurality of output digital signals to generate a frequency domain representation thereof; extracting the net linearity error spectrum from the frequency domain representation of the plurality of output digital signals.
Claim 21
Dependent Claim
84 words
The method of claim 19, wherein the extracting the net linearity error spectrum comprises performing two or more of the following: removing spectral content at zero frequency from the frequency domain representations of the plurality of output digital signals; removing spectral content at a frequency of the analog waveform from the frequency domain representations of the plurality of output digital signals; removing spectral content from a range of frequencies containing quantization noise from the frequency domain representations of the plurality of output digital signals.
Claim 22
Dependent Claim
34 words
The method of claim 18, wherein calculating the correction coefficients c(m) comprises iteratively minimizing a spectral content between said net linearity error spectrum and said specific linearity error spectrums to produce said coefficients c(m).
Claim 23
Dependent Claim
212 words
The method of claim 1, wherein the A/D converter is operable to convert an input analog signal into one or more output digital values, wherein each of the output digital values includes linearity errors; wherein the A/D converter includes a D/A converter, wherein said D/A converter includes a plurality of current generators, wherein one or more of said current generators produces the linearity errors in the A/D converter, wherein each of said linearity error correction coefficients c(m) corresponds to a particular active state of a generator internal to the D/A converter in the A/D converter; wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); and constructing said linearity error correction device using said plurality of first digital values; wherein the A/D converter includes a plurality of possible code outputs, wherein a first digital value is constructed for each of said plurality of possible code outputs, wherein, for a respective code output, a respective first digital value is constructed by summing a corresponding output digital value from the A/D converter and one or more of said correction coefficients c(m) which corresponds to a generator internal to the D/A converter which was active in producing the corresponding output digital value.
Claim 24
Independent Claim
189 words
A system for generating a linearity error correction device for use in an A/D converter, the system comprising: an analog waveform generator selectively connected to the A/D converter for providing an analog waveform to the A/D converter, wherein the A/D converter generates output digital signals representative of the analog waveform generated by the analog waveform generator when the analog waveform generator is connected to the A/D converter; a first memory connected to the A/D converter for storing the plurality of output digital signals representative of the analog waveform digital signals outputted by the A/D converter; and a computer system, coupled to the first memory and to the linearity error correction device, for calculating a plurality of first digital signals from the plurality of output digital signals, wherein the computer is operable to generate linearity error information from the plurality of the output digital signals, calculate linearity error correction coefficients c(m) as a function of the linearity error information, and generate the plurality of first digital signals from the linearity error correction coefficients c(m); wherein the plurality of first digital signals are useable in configuring the linearity error correction device.
Claim 25
Independent Claim
189 words
A system for generating a linearity error correction device for use in an A/D converter, the system comprising: an analog waveform generator selectively connected to the A/D converter for providing an analog waveform to the A/D converter, wherein the A/D converter generates output digital signals representative of the analog waveform generated by the analog waveform generator when the analog waveform generator is connected to the A/D converter; a first memory connected to the A/D converter for storing the plurality of output digital signals representative of the analog waveform digital signals outputted by the A/D converter; and a computer system, coupled to the first memory and to the linearity error correction device, for calculating a plurality of first digital signals from the plurality of output digital signals, wherein the computer is operable to generate linearity error information from the plurality of the output digital signals, calculate linearity error correction coefficients c(m) as a function of the linearity error information, and generate the plurality of first digital signals from the linearity error correction coefficients c(m); wherein the plurality of first digital signals are useable in configuring the linearity error correction device.
Claim 26
Dependent Claim
65 words
The system of claim 23, wherein the A/D converter includes a D/A converter, wherein said D/A converter includes a plurality of current generators, wherein one or more of said current generators produces linearity errors in the A/D converter, wherein each of said linearity error correction coefficients c(m) corresponds to a particular active state of a generator internal to the D/A converter in the A/D converter.
Claim 27
Dependent Claim
123 words
The system of claim 24, wherein the plurality of first digital signals are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein n represents the number of current generators comprised in the D/A converter; wherein, in generating said linearity error information, the computer is operable to sort the plurality of output digital signals into sub-sets of output digital signals, each sub-set corresponding to a particular active state of a generator internal to the D/A converter in the A/D converter, wherein the computer generates specific linearity errors a(m) from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m).
Claim 28
Dependent Claim
123 words
The system of claim 24, wherein the plurality of first digital signals are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein n represents the number of current generators comprised in the D/A converter; wherein, in generating said linearity error information, the computer is operable to sort the plurality of output digital signals into subsets of output digital signals, each sub-set corresponding to a particular active state of a generator internal to the D/A converter in the A/D converter, wherein the computer generates specific linearity error spectrums from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity error spectrums.
Claim 29
Dependent Claim
98 words
A memory media which stores program instructions for constructing a linearity error correction device for use in an A/D converter, wherein the program instructions implement: receiving a recorded plurality of output digital signals generated by the A/D converter, wherein the recorded plurality of output digital signals were generated in response to an analog waveform applied to the A/D converter; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m).
Claim 30
Dependent Claim
98 words
A memory media which stores program instructions for constructing a linearity error correction device for use in an A/D converter, wherein the program instructions implement: receiving a recorded plurality of output digital signals generated by the A/D converter, wherein the recorded plurality of output digital signals were generated in response to an analog waveform applied to the A/D converter; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m).
Claim 31
Dependent Claim
42 words
The memory media of claim 27, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 32
Dependent Claim
42 words
The memory media of claim 28, wherein said constructing said linearity error correction device comprises configuring a look-up table including said plurality of first digital values; wherein said plurality of first digital values are addressable by an output of the A/D converter.
Claim 33
Dependent Claim
66 words
The memory media of claim 27, wherein the A/D converter includes a D/A converter, wherein said D/A converter includes a plurality of current generators, wherein one or more of said current generators produces linearity errors in the A/D converter, wherein each of said linearity error correction coefficients c(m) corresponds to a particular active state of a generator internal to the D/A converter in the A/D converter.
Claim 34
Dependent Claim
42 words
The memory media of claim 30, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 35
Dependent Claim
121 words
The memory media of claim 31, wherein the plurality of first digital values are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein n represents a number of current generators contained within the D/A converter of the A/D converter wherein said generating linearity error information includes: sorting the recorded plurality of output digital signals into subsets of output digital signals, each sub-set corresponding to a particular active state of a generator internal to the D/A converter in the A/D converter; generating specific linearity errors a(m) from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m).
Claim 36
Dependent Claim
52 words
The memory media of claim 32, wherein said generating linearity error information further comprises: generating a net linearity error E from the recorded plurality of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m) and said net linearity error E.
Claim 37
Independent Claim
241 words
A method of constructing a linearity error correction device for use in an A/D converter, wherein the A/D converter includes a modulator, wherein the modulator includes a D/A converter, the method comprising: applying an analog waveform to the modulator, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; applying a frequency domain transform to the plurality of digital signals to generate a frequency domain representation thereof; extracting a net linearity error spectrum from the frequency domain representation of the plurality of digital signals; applying an inverse frequency domain transform to the net linearity error spectrum to generate a net linearity error E; sorting the plurality of digital signals into sub-sets, each digital signal in a particular sub-set corresponding to a particular active state of a generator internal to the D/A converter in the modulator; applying a frequency domain transform to each of the sub-sets of digital signals to generate a frequency domain representation thereof; extracting a specific linearity error spectrum from each of the frequency domain representations of the sub-sets of digital signals; generating specific linearity errors a(m) by applying an inverse frequency domain transform to each of the specific linearity error spectrums; calculating linearity error correction coefficients c(m) as a function of E and a(m): constructing said linearity error correction device using the calculated linearity error correction coefficients c(m), wherein said linearity error correction device is operable to correct linearity errors in the modulator.
Claim 38
Independent Claim
241 words
A method of constructing a linearity error correction device for use in an A/D converter, wherein the A/D converter includes a modulator, wherein the modulator includes a D/A converter, the method comprising: applying an analog waveform to the modulator, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; applying a frequency domain transform to the plurality of digital signals to generate a frequency domain representation thereof; extracting a net linearity error spectrum from the frequency domain representation of the plurality of digital signals; applying an inverse frequency domain transform to the net linearity error spectrum to generate a net linearity error E; sorting the plurality of digital signals into sub-sets, each digital signal in a particular sub-set corresponding to a particular active state of a generator internal to the D/A converter in the modulator; applying a frequency domain transform to each of the sub-sets of digital signals to generate a frequency domain representation thereof; extracting a specific linearity error spectrum from each of the frequency domain representations of the sub-sets of digital signals; generating specific linearity errors a(m) by applying an inverse frequency domain transform to each of the specific linearity error spectrums; calculating linearity error correction coefficients c(m) as a function of E and a(m): constructing said linearity error correction device using the calculated linearity error correction coefficients c(m), wherein said linearity error correction device is operable to correct linearity errors in the modulator.
Claim 39
Dependent Claim
86 words
The method of claim 34, further comprising: applying a window to the plurality of digital signals after said recording the plurality of the digital signals and prior to said applying a frequency domain transform to the plurality of digital signals to prevent spectral leakage of noise from high frequencies to low frequencies; and applying a window to each of the plurality of sub-sets of digital signals after said sorting and prior to said applying a frequency domain transform to each of the sub-sets of digital signals.
Claim 40
Dependent Claim
92 words
The method of claim 34, wherein the extracting the specific linearity error spectrum from each of the frequency domain representative of the sub-sets of digital signals further comprises two or more of the following: removing a spectral content at zero frequency from each frequency domain representation of the sub-sets of digital signals; removing a spectral content at a frequency of the analog waveform from each frequency domain representation of the sub-sets of digital signals; removing a spectral content containing quantization noise from each frequency domain representation of the sub-sets of digital signals.
Claim 41
Dependent Claim
85 words
The method of claim 34, wherein the extracting the net linearity error spectrum from the frequency domain representative of the plurality of digital signals further comprises: removing a spectral content at zero frequency from the frequency domain representation of the plurality of digital signals; removing a spectral content at a frequency of the analog waveform from the frequency domain representation of the plurality of digital signals, and; removing a spectral content containing quantization noise from the frequency domain representation of the plurality of digital signals.
Claim 42
Dependent Claim
37 words
The method of claim 34, wherein said calculating the linearity error correction coefficients c(m) comprises iteratively minimizing a power content between said net linearity error E and said specific linearity errors a(m) to produce said coefficients c(m).
Claim 43
Dependent Claim
83 words
The method of claim 38, wherein said calculating the linearity error correction coefficients c(m) comprises: a) setting c(m) to zero for each value of m from one to n-1; b) setting m to zero; c) adding one to m; d) calculating k(m) which minimizes a power content of; e) subtracting k(m)a(m) from E; f) adding k(m) to c(m); g) repeating steps c) through f) in sequence until m is greater than n-1; h) repeating steps b) through g) until E is substantially low.
Claim 44
Dependent Claim
40 words
The method of claim 34, wherein the D/A converter in the modulator produces linearity errors in the modulator, wherein the method constructs the linearity error correction device to correct said linearity errors produced by the D/A converter in the modulator.
Claim 45
Dependent Claim
65 words
The method of claim 40, wherein the A/D converter is a multi-bit A/D converter, wherein the D/A converter in the A/D modulator includes a plurality of current generators, wherein one or more of said current generators produces linearity errors in the A/D converter, wherein the method constructs the linearity error correction device to correct said linearity errors produced by said one or more current generators.
Claim 46
Dependent Claim
21 words
The method of claim 41, wherein n represents a number of current generators comprised within the D/A converter of the modulator.
Claim 47
Dependent Claim
33 words
The method of claim 34, wherein the applied frequency domain transform comprises a Fast Fourier Transform algorithm, and wherein the applied the inverse frequency domain transform comprises an inverse Fast Fourier Transform algorithm.
Claim 48
Independent Claim
202 words
A method of constructing a linearity error correction device for use in an A/D converter, wherein the A/D converter includes a modulator, wherein the modulator includes a D/A converter, the method comprising: applying an analog waveform to the modulator, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; applying a frequency domain transform to the plurality of digital signals to generate a frequency domain representation thereof; generating a net linearity error spectrum from the frequency domain representation of the plurality of digital signals; sorting the plurality of digital signals into sub-sets, each digital signal in a particular sub-set corresponding to a particular active state of a generator internal to the D/A converter in the modulator; applying a frequency domain transform algorithm to the sub-sets of digital signals to generate frequency domain equivalents thereof; generating specific linearity error spectrums from the frequency domain representations of the sub-sets of digital signals; calculating linearity error correction coefficients as a function of the net linearity error spectrum and the specific linearity spectrums; constructing said linearity error correction device using the calculated linearity error correction coefficients, wherein said linearity error correction device is operable to correct linearity errors in the modulator.
Claim 49
Independent Claim
202 words
A method of constructing a linearity error correction device for use in an A/D converter, wherein the A/D converter includes a modulator, wherein the modulator includes a D/A converter, the method comprising: applying an analog waveform to the modulator, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; applying a frequency domain transform to the plurality of digital signals to generate a frequency domain representation thereof; generating a net linearity error spectrum from the frequency domain representation of the plurality of digital signals; sorting the plurality of digital signals into sub-sets, each digital signal in a particular sub-set corresponding to a particular active state of a generator internal to the D/A converter in the modulator; applying a frequency domain transform algorithm to the sub-sets of digital signals to generate frequency domain equivalents thereof; generating specific linearity error spectrums from the frequency domain representations of the sub-sets of digital signals; calculating linearity error correction coefficients as a function of the net linearity error spectrum and the specific linearity spectrums; constructing said linearity error correction device using the calculated linearity error correction coefficients, wherein said linearity error correction device is operable to correct linearity errors in the modulator.
Claim 50
Dependent Claim
77 words
The method of claim 44, wherein generating net linearity spectrum comprises performing two or more of the following: removing a spectral content at zero frequency from the frequency domain representation of the plurality of digital signals; removing a spectral content at a frequency of the analog waveform from the frequency domain representation of the plurality of digital signals, and; removing a spectral content containing quantization noise from the frequency domain representation of the plurality of digital signals.
Claim 51
Dependent Claim
77 words
The method of claim 44, wherein generating the specific linearity spectrums comprises performing two or more of the following: removing a spectral content at zero frequency from each frequency domain representation of the sub-sets of digital signals; removing a spectral content at a frequency of the analog waveform from each frequency domain representation of the sub-sets of digital signals; removing a spectral content containing quantization noise from each frequency domain representation of the sub-sets of digital signals.
Claim 52
Dependent Claim
33 words
The method of claim 44, wherein calculating the linearity error correction coefficients includes iteratively minimizing spectral content between said net linearity error spectrum and said specific linearity error spectrums to produce said coefficients.
Claim 53
Dependent Claim
98 words
The method of claim 45, wherein said calculating the linearity correction coefficients comprises: a) initially setting the correction coefficients to zero; b) selecting one of the correction coefficients; c) calculating a weighting value which when multiplied by one of the specific linearity error spectrums, produces a weighted specific linearity error spectrum, wherein the weighted specific linearity error spectrum minimizes the net linearity error spectrum when the weighted specific linearity error spectrum is subtracted therefrom; d) subtracting the weighted specific linearity error spectrum from the net linearity error spectrum; e) adding the weighting value to the selected correction coefficient.
Claim 54
Independent Claim
158 words
A method of constructing a linearity error correction device for use in an A/D converter, wherein the A/D converter includes a modulator, wherein the modulator includes a D/A converter, the method comprising: applying an analog waveform to the modulator, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; generating a net linearity error signal from the plurality of digital signals; sorting the plurality of digital signals into sub-sets, each digital signal in a particular sub-set corresponding to a particular active state of a generator internal to the D/A converter in the modulator; generating specific linearity error signals from the sub-sets of digital signals; calculating linearity error correction coefficients as a function of the net linearity error signal and the specific linearity error signals; and constructing said linearity error correction device using the calculated linearity error correction coefficients, wherein said linearity error correction device is operable to correct linearity errors in the modulator.
Claim 55
Independent Claim
158 words
A method of constructing a linearity error correction device for use in an A/D converter, wherein the A/D converter includes a modulator, wherein the modulator includes a D/A converter, the method comprising: applying an analog waveform to the modulator, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; generating a net linearity error signal from the plurality of digital signals; sorting the plurality of digital signals into sub-sets, each digital signal in a particular sub-set corresponding to a particular active state of a generator internal to the D/A converter in the modulator; generating specific linearity error signals from the sub-sets of digital signals; calculating linearity error correction coefficients as a function of the net linearity error signal and the specific linearity error signals; and constructing said linearity error correction device using the calculated linearity error correction coefficients, wherein said linearity error correction device is operable to correct linearity errors in the modulator.
Claim 56
Independent Claim
79 words
A method of constructing a linearity error correction device, the method comprising the steps of: applying an analog waveform to a modulator of an A/D converter, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; generating linearity error information from the plurality of the digital signals; calculating linearity error correction coefficients c(m) as a function of the linearity error information; constructing said linearity error correction device using the calculated linearity error correction coefficients.
Claim 57
Independent Claim
79 words
A method of constructing a linearity error correction device, the method comprising the steps of: applying an analog waveform to a modulator of an A/D converter, wherein the modulator generates digital signals representative thereof; recording a plurality of the digital signals; generating linearity error information from the plurality of the digital signals; calculating linearity error correction coefficients c(m) as a function of the linearity error information; constructing said linearity error correction device using the calculated linearity error correction coefficients.
Claim 58
Dependent Claim
92 words
The method of claim 50, wherein said generating linearity error information comprises: generating a net linearity error E from the plurality of digital signals; sorting the plurality of digital signals into sub-sets, each digital signal in a particular sub-set corresponding to a particular active state of a generator internal to the D/A converter in the modulator; and generating specific linearity errors a(m) from the sub-sets of digital signals; wherein said linearity error corrections coefficients c(m) are calculated as a function of the net linearity error E and the specific linearity errors a(m).
Claim 59
Dependent Claim
70 words
The method of claim 51, wherein said generating the net linearity error E comprises: applying a frequency domain transform algorithm to the plurality of digital signals to generate a frequency domain representation thereof; extracting a net linearity error spectrum from the frequency domain representation of the plurality of digital signals; applying an inverse frequency domain transform algorithm to the net linearity error spectrum to generate the net linearity error E.
Claim 60
Dependent Claim
67 words
The method of claim 52, wherein generating the specific linearity errors a(m) comprises: applying a frequency domain transform algorithm to the sub-sets of digital signals to generate a frequency domain equivalent thereof; extracting specific linearity error spectrums from the frequency domain representations of the sub-sets of digital signals; generating specific linearity errors a(m) by applying an inverse frequency domain transform algorithm to the specific linearity error spectrums.
Claim 61
Dependent Claim
28 words
The method of claim 53, further comprising applying a window to the plurality of digital signals to prevent spectral leakage of noise from high frequencies to low frequencies.
Claim 62
Dependent Claim
100 words
The method of claim 53, wherein the extracting net and specific linearity error spectrums further comprises two or more of the following: removing spectral content at zero frequency from the frequency domain representations of the plurality of digital signals and the sub-sets of digital signals; removing spectral content at a frequency of the analog waveform from the frequency domain representations of the plurality of digital signals and the sub-sets of digital signals; removing spectral content from a range of frequencies containing quantization noise from the frequency domain representations of the plurality of digital signals and the sub-sets of digital signals.
Claim 63
Dependent Claim
37 words
The method of claim 51, wherein said calculating the linearity error correction coefficients c(m) comprises iteratively minimizing a power content between said net linearity error E and said specific linearity errors a(m) to produce said coefficients c(m).
Claim 64
Dependent Claim
81 words
The method of claim 56, wherein said calculating the correction coefficients c(m) comprises: a) setting c(m) to zero for each value of m from one to n-1; b) setting m to zero; c) adding one to m; d) calculating k(m) which minimizes a power content of; e) subtracting k(m)a(m) from E; f) adding k(m) to c(m); g) repeating steps c) through f) in sequence until m is greater than n-1; h) repeating steps b) through g) until E is substantially low.
Claim 65
Dependent Claim
22 words
The method of claim 57, wherein n represents a number of current generators contained within an internal D/A converter of the modulator.
Claim 66
Independent Claim
164 words
An apparatus for calibrating a linearity error reduction device, the apparatus comprising: an analog waveform generator connectable to an input of a modulator, wherein the modulator comprises a portion of an A/D converter, wherein the modulator generates digital signals representative of an analog waveform when the modulator is connected to the analog waveform generator; a first memory for storing a plurality of digital signals representative of the analog waveform; and a general purpose computer in data communication with the first memory and connectable to the modulator, for calibrating the linearity error correction device as a function of the plurality of digital signals, wherein the general purpose computer includes: a linearity error signal generator, for generating linearity error signals as a function of the plurality of digital signals; a linearity error coefficient generator, for deriving linearity error coefficients as a function of the linearity error signals; and a calibration device for calibrating the linearity error reduction device as a function of the linearity error coefficients.
Claim 67
Independent Claim
164 words
An apparatus for calibrating a linearity error reduction device, the apparatus comprising: an analog waveform generator connectable to an input of a modulator, wherein the modulator comprises a portion of an A/D converter, wherein the modulator generates digital signals representative of an analog waveform when the modulator is connected to the analog waveform generator; a first memory for storing a plurality of digital signals representative of the analog waveform; and a general purpose computer in data communication with the first memory and connectable to the modulator, for calibrating the linearity error correction device as a function of the plurality of digital signals, wherein the general purpose computer includes: a linearity error signal generator, for generating linearity error signals as a function of the plurality of digital signals; a linearity error coefficient generator, for deriving linearity error coefficients as a function of the linearity error signals; and a calibration device for calibrating the linearity error reduction device as a function of the linearity error coefficients.
Claim 68
Dependent Claim
85 words
The apparatus of claim 59, further including a second memory for storing the plurality of digital signals sorted into subsets, wherein each digital signal in a particular sub-set corresponds to a particular active state of a generator internal to the D/A converter in the modulator, and wherein the linearity error signal generator generates (1) a net linearity error signal as a function of the plurality of digital signals, (2) specific linearity error signals as a function of the subsets of the plurality of digital signals.
Claim 69
Dependent Claim
120 words
The apparatus of claim 60, wherein the wherein the linearity error signal generator further includes: a frequency domain transformer for (1) transforming the plurality of digital signals into a frequency domain representation thereof, and (2) transforming the subsets of digital signals into frequency domain representations thereof; an error spectrum extractor for extracting (1) a net linearity error spectrum from the frequency domain representation of the plurality of digital signals, and (2) specific linearity error spectrums from the frequency domain representations of the subsets of digital signals, and; an inverse frequency domain transformer for (1) inverse transforming the net linearity error spectrum into the net linearity signal, and (2) inverse transforming the specific linearity error spectrums into the specific linearity signals.
Claim 70
Dependent Claim
43 words
The apparatus of claim 61, wherein the error spectrum extractor removes spectral content from the net linearity spectrum and the specific linearity spectrums at (1) zero frequency, (2) a frequency of the analog waveform, and (3) a range of frequencies containing quantization noise.
Claim 71
Dependent Claim
14 words
The apparatus of claim 59, wherein the analog waveform generator comprises a sinewave generator.
Claim 72
Independent Claim
87 words
A method for constructing a linearity error correction device for use in an analog to digital (A/D) converter, the method comprising: recording a plurality of output digital signals from the A/D converter; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m); wherein the linearity error correction device is useable to correct linearity errors in the A/D converter.
Claim 73
Independent Claim
87 words
A method for constructing a linearity error correction device for use in an analog to digital (A/D) converter, the method comprising: recording a plurality of output digital signals from the A/D converter; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m); wherein the linearity error correction device is useable to correct linearity errors in the A/D converter.
Claim 74
Dependent Claim
41 words
The method of claim 64, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 75
Dependent Claim
41 words
The method of claim 65, wherein said constructing said linearity error correction device comprises configuring a look-up table including said plurality of first digital values; wherein said plurality of first digital values are addressable by an output of the A/D converter.
Claim 76
Dependent Claim
78 words
The method of claim 66, wherein the A/D converter is operable to convert an input analog signal into an output digital value, wherein the output digital value includes linearity errors; wherein the linearity error correction device is operable to translate the output digital value into one of said plurality of first digital values, where said one of said plurality of first digital values has reduced linearity errors when compared to the linearity errors in the output digital value.
Claim 77
Dependent Claim
68 words
The method of claim 64, wherein the A/D converter includes an internal D/A converter, wherein said internal D/A converter includes a plurality of current generators, wherein one or more of said current generators produces linearity errors in the A/D converter, wherein each of said linearity error correction coefficients c(m) corresponds to a particular active state of a generator internal to the internal D/A converter in the A/D converter.
Claim 78
Dependent Claim
41 words
The method of claim 68, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 79
Dependent Claim
122 words
The method of claim 69, wherein the plurality of first digital values are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein n represents a number of current generators contained within the internal D/A converter of the A/D converter wherein said generating linearity error information includes: sorting the recorded plurality of output digital signals into subsets of output digital signals, each sub-set corresponding to a particular active state of a generator internal to the internal D/A converter in the A/D converter; generating specific linearity errors a(m) from the subsets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m).
Claim 80
Dependent Claim
68 words
The method of claim 70, wherein said generating specific linearity errors a(m) comprises: applying a frequency domain transform to the sub-sets of output digital signals to generate a frequency domain equivalent thereof; extracting specific linearity error spectrums from the frequency domain representations of the sub-sets of output digital signals; generating the specific linearity errors a(m) by applying an inverse frequency domain transform to the specific linearity error spectrum.
Claim 81
Dependent Claim
85 words
The method of claim 71, wherein the extracting the specific linearity error spectrums comprises performing two or more of the following: removing spectral content at zero frequency from the frequency domain representations of the sub-sets of output digital signals; removing spectral content at a frequency of the analog waveform from the frequency domain representations of the sub-sets of output digital signals; and removing spectral content from a range of frequencies containing quantization noise from the frequency domain representations of the sub-sets of output digital signals.
Claim 82
Dependent Claim
51 words
The method of claim 70, wherein said generating linearity error information further comprises: generating a net linearity error E from the recorded plurality of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m) and said net linearity error E.
Claim 83
Dependent Claim
73 words
The method of claim 73, wherein said generating the net linearity error E comprises: applying a frequency domain transform to the recorded plurality of output digital signals to generate a frequency domain representation thereof; extracting a net linearity error spectrum from the frequency domain representation of the recorded plurality of output digital signals; applying an inverse frequency domain transform algorithm to the net linearity error spectrum to generate the net linearity error E.
Claim 84
Dependent Claim
87 words
The method of claim 74, wherein the extracting the net linearity error spectrum comprises performing two or more of the following: removing spectral content at zero frequency from the frequency domain representations of the recorded plurality of output digital signals; removing spectral content at a frequency of the analog waveform from the frequency domain representations of the recorded plurality of output digital signals; removing spectral content from a range of frequencies containing quantization noise from the frequency domain representations of the recorded plurality of output digital signals.
Claim 85
Dependent Claim
34 words
The method of claim 73, wherein calculating the correction coefficients c(m) comprises iteratively minimizing a power content between said net linearity error E and said specific linearity errors a(m) to produce said coefficients c(m).
Claim 86
Dependent Claim
34 words
The method of claim 64, further comprising: applying an analog waveform to the A/D converter prior to said recording, wherein the A/D converter generates the output digital signals in response to the analog waveform.
Claim 87
Independent Claim
133 words
A system for generating a linearity error correction device for use in an A/D converter, the system comprising: a first memory connected to the A/D converter for storing a plurality of output digital signals generated by the A/D converter; and a computer system, coupled to the first memory and to the linearity error correction device, for calculating a plurality of first digital signals from the plurality of output digital signals, wherein the computer is operable to generate linearity error information from the plurality of the output digital signals, calculate linearity error correction coefficients c(m) as a function of the linearity error information, and generate the plurality of first digital signals from the linearity error correction coefficients c(m); wherein the plurality of first digital signals are useable in configuring the linearity error correction device.
Claim 88
Independent Claim
133 words
A system for generating a linearity error correction device for use in an A/D converter, the system comprising: a first memory connected to the A/D converter for storing a plurality of output digital signals generated by the A/D converter; and a computer system, coupled to the first memory and to the linearity error correction device, for calculating a plurality of first digital signals from the plurality of output digital signals, wherein the computer is operable to generate linearity error information from the plurality of the output digital signals, calculate linearity error correction coefficients c(m) as a function of the linearity error information, and generate the plurality of first digital signals from the linearity error correction coefficients c(m); wherein the plurality of first digital signals are useable in configuring the linearity error correction device.
Claim 89
Dependent Claim
69 words
The system of claim 78, wherein the A/D converter includes an internal D/A converter, wherein said internal D/A converter includes a plurality n of current generators, wherein one or more of said current generators produces linearity errors in the A/D converter, wherein each of said linearity error correction coefficients c(m) corresponds to a particular active state of a generator comprised in the internal D/A converter in the A/D converter.
Claim 90
Dependent Claim
111 words
The system of claim 79, wherein the plurality of first digital signals are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein, in generating said linearity error information, the computer is operable to sort the plurality of output digital signals into sub-sets of output digital signals, each sub-set corresponding to a particular active state of a generator comprised in the internal D/A converter in the A/D converter, wherein the computer generates specific linearity errors a(m) from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m).
Claim 91
Dependent Claim
111 words
The system of claim 79, wherein the plurality of first digital signals are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein, in generating said linearity error information, the computer is operable to sort the plurality of output digital signals into sub-sets of output digital signals, each sub-set corresponding to a particular active state of a generator comprised in the internal D/A converter in the A/D converter, wherein the computer generates specific linearity error spectrums from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity error spectrums.
Claim 92
Dependent Claim
58 words
The system of claim 78, further comprising: an analog waveform generator selectively connected to the A/D converter for providing an analog waveform to the A/D converter, wherein the A/D converter generates the output digital signals in response to the analog waveform generated by the analog waveform generator when the analog waveform generator is connected to the A/D converter.
Claim 93
Dependent Claim
77 words
A memory media which stores program instructions for constructing a linearity error correction device for use in an A/D converter, wherein the program instructions implement: receiving a recorded plurality of output digital signals generated by the A/D converter; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m).
Claim 94
Dependent Claim
77 words
A memory media which stores program instructions for constructing a linearity error correction device for use in an A/D converter, wherein the program instructions implement: receiving a recorded plurality of output digital signals generated by the A/D converter; generating linearity error information from the recorded plurality of output digital signals; calculating linearity error correction coefficients c(m) in response to the linearity error information; and constructing the linearity error correction device using said linearity error correction coefficients c(m).
Claim 95
Dependent Claim
42 words
The memory media of claim 83, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 96
Dependent Claim
42 words
The memory media of claim 84, wherein said constructing said linearity error correction device comprises configuring a look-up table including said plurality of first digital values; wherein said plurality of first digital values are addressable by an output of the A/D converter.
Claim 97
Dependent Claim
69 words
The memory media of claim 83, wherein the A/D converter includes an internal D/A converter, wherein said internal D/A converter includes a plurality of current generators, wherein one or more of said current generators produces linearity errors in the A/D converter, wherein each of said linearity error correction coefficients c(m) corresponds to a particular active state of a generator comprised in the internal D/A converter in the A/D converter.
Claim 98
Dependent Claim
42 words
The memory media of claim 86, wherein said constructing the linearity error correction device comprises: generating a plurality of first digital values from the linearity error correction coefficients c(m); constructing said linearity error correction device using said plurality of first digital values.
Claim 99
Dependent Claim
123 words
The memory media of claim 87, wherein the plurality of first digital values are generated as a function of said error correction coefficients c(m) for each value of m from 1 to n, wherein n represents a number of current generators contained within the internal D/A converter of the A/D converter; wherein said generating linearity error information includes: sorting the recorded plurality of output digital signals into subsets of output digital signals, each sub-set corresponding to a particular active state of a generator comprised in the internal D/A converter in the A/D converter; generating specific linearity errors a(m) from the sub-sets of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m).
Claim 100
Dependent Claim
52 words
The memory media of claim 88, wherein said generating linearity error information farther comprises: generating a net linearity error E from the recorded plurality of output digital signals; wherein said linearity error correction coefficients c(m) are calculated as a function of the specific linearity errors a(m) and said net linearity error E.
Claim 101
Dependent Claim
27 words
The memory media of claim 83, wherein the recorded plurality of output digital signals are generated in response to an analog waveform applied to the A/D converter.
References Cited (Backward Citations)
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