Digital equalization of multiple interleaved analog-to-digital converters

• US 7,408,495 B2
• Filed: 07/25/2006
• Issued: 08/05/2008
• Est. Priority Date: 05/15/2006
• Status: Active Grant

• Current Assignee: Guzik Technical Enterprises Incorporated
• Original Assignee: Guzik Technical Enterprises Incorporated
• Inventors: Stein, Anatoli, Volfbeyn, Semen P.
• Primary Examiner(s): JEAN PIERRE, PEGUY
• Application Number:
  US11/493,353
• Publication Number:
  US 20070262895A1
• Time in Patent Office: 742 Days
• Field of Search: 341/155, 341/118, 341/122, 341/141, 341/120
• US Class Current: 341/155
• CPC Class Codes: H03M 1/0626 by filtering
• CPC Class Codes: H03M 1/0836 of phase error, e.g. jitter
• CPC Class Codes: H03M 1/1033 over the full range of the converter, e.g. for correcting differential non-linearity
• CPC Class Codes: H03M 1/1215 using time-division multiplexing

Abstract

Time variant interleaving equalization of an interleaved analog to digital converter is disclosed. A high-frequency analog input signal is converted into a plurality of individual digital signals using a plurality of interleaved analog-to-digital converters. the plurality of individual digital signals are interleaved into a composite digital signal. The composite digital signal is processed in a time variant interleaving equalizer using a plurality of sets of equalizer coefficients.

Claims

1. A method for time variant interleaving equalization of an interleaved analog to digital converter comprising:

converting a high-frequency analog input signal into a plurality of individual digital signals using a plurality of interleaved analog-to-digital converters;

interleaving the plurality of individual digital signals into a composite digital signal;

processing the composite digital signal in a time variant interleaving equalizer using a plurality of sets of equalizer coefficients;

wherein the time variant interleaving equalizer is synchronized with the interleaving of the plurality of individual digital signals into the composite digital signal; and

wherein during any sampling interval, when a certain sample of the composite digital signal is present at the time variant equalizer input, the synchronization of the time variant equalizer assures the identification of the individual digital signal that contained said sample before interleaving.

2. A method for time variant interleaving equalization of an interleaved analog to digital converter comprising:

converting a high-frequency analog input signal into a plurality of individual digital signals using a plurality of interleaved analog-to-digital converters;

interleaving the plurality of individual digital signals into a composite digital signal;

processing the composite digital signal in a time variant interleaving equalizer using a plurality of sets of equalizer coefficients;

wherein the time variant interleaving equalizer is synchronized with the interleaving of the plurality of individual digital signals into the composite digital signal; and

wherein the synchronization of the time variant equalizer assures during a sampling interval the use of one of the plurality of the sets of equalizer coefficients that corresponds to one of the identified individual digital signals.

3. A method for time variant interleaving equalization of an interleaved analog to digital converter comprising:

converting a high-frequency analog input signal into a plurality of individual digital signals using a plurality of interleaved analog-to-digital converters;

interleaving the plurality of individual digital signals into a composite digital signal;

processing the composite digital signal in a time variant interleaving equalizer using a plurality of sets of equalizer coefficients;

wherein the time variant interleaving equalizer is synchronized with the interleaving of the plurality of individual digital signals into the composite digital signal;

wherein the sets of equalizer coefficients are prepared before the operation of the multiple interleaved analog to digital converter by using a calibration procedure; and

wherein said calibration procedure comprising the steps of;

measuring a comparative amplitude and group delay frequency responses of all individual digital signals; and

calculating the sets of equalizer coefficients based at least in part on the measured comparative amplitude and group delay frequency responses.

4. A method as in claim 3, wherein measurement of the comparative amplitude and group delay frequency responses comprising the steps of:

generating a sinusoidal analog input signal and feeding the sinusoidal analog input signal to the input of the multiple interleaved analog to digital converter;

selecting a subset of samples that belong to a certain individual digital signal from the set of samples of the composite digital signal;

measuring the amplitude and group delay of the selected subset of samples in relation to a reference signal;

repeating previous steps for each of the individual digital signals; and

repeating previous steps for different frequencies of the sinusoidal analog input signal, these frequencies covering the entire bandwidth of the multiple interleaved analog to digital converter.

5. A method as in claim 4, wherein one of the individual digital signals is used as the reference signal.

6. A method as in claim 4, wherein an imported amplitude and group delay frequency response is used as the reference.

7. A method as in claim 4, wherein to enhance the accuracy of the equalizer coefficients computation the calibration procedure is repeated with the subset of samples that are chosen from the samples of the digital signal at the time variant equalizer output.

8. A method as in claim 4, wherein the enhancement of the accuracy of the measurement of the comparative amplitude and group delay frequency responses is achieved by using averaging technology wherein a ratio of a calibration frequency signal to a clock signal for the interleaved digitizer differs from an integer by a small deviation.

9. A multiple interleaved analog to digital converter with digital equalization comprising:

a calibration signal generator, having an output wherein the calibration signal generator is capable of outputting a sinusoidal signal;

a selection switch, having two signal inputs and an output, wherein the first signal input is connected to a signal that is to be processed by the multiple interleaved analog to digital converter, and wherein the second signal input is connected to the output of the calibration signal generator;

an anti-aliasing low-pass filter with an input and an output, wherein the input is connected to the output of the selection switch;

an interleaving digitizer, having an analog input and a digital output, wherein the analog input is connected to the output of the anti-aliasing low-pass filter;

a time variant equalizer, having a signal input, an equalizer coefficients input and an output, wherein the signal input is connected to the digital output of the interleaving digitizer and the output is used as an output of the multiple interleaved analog to digital converter; and

a calibration measurement unit, having two inputs and an output, wherein the first input is connected to the digital output of the interleaving digitizer, the second input is connected to the output of the time variant equalizer, and the output of the calibration measurement unit is connected to the equalizer coefficients input of the time variant equalizer.

10. A multiple interleaved analog to digital converter as in claim 9, wherein selection switch switches between the first signal input or the signal from the second signal input depending on whether said digital converter is in an operation mode or in a calibration mode.

11. A multiple interleaved analog to digital converter as in claim 9, wherein the time variant equalizer comprises:

a delay register with a signal input, a clock input and N outputs, wherein N is a predetermined equalizer length and the signal input of the delay register is used as the time variant equalizer input;

a set of N multipliers, each multiplier having two inputs and an output, wherein the first input of every multiplier is connected to the corresponding output of the delay register and the second input of every multiplier is connected to an equalizer coefficients bus;

an adder with N signal inputs, a clock input and an output, wherein each of the signal inputs is connected to the output of the correspondent multiplier and the output is used as an output of the time variant equalizer;

a coefficient memory with synchronization, having an input and an output equalizer coefficient bus, wherein the input is used as an equalizer coefficient input of the time variant equalizer, and the output equalizer coefficient bus feeds each of the second inputs of each of the N multipliers; and

a coefficients bus that connects the output of the coefficient memory with synchronization to each of the second inputs of the N multipliers.

12. A multiple interleaved analog to digital converter as in claim 11, wherein the coefficient memory includes synchronization during any sampling interval, wherein when a certain sample of the composite digital signal is present at the time variant equalizer input, the coefficient memory distributes to the equalizer coefficients bus the set of equalizer coefficients corresponding to the individual digital signal that contained said sample before interleaving.

13. A multiple interleaved analog to digital converter with digital equalization as in claim 9, wherein the calibration measurement unit comprises:

a switch with two inputs and an output, wherein the first input is used as the first input of the calibration measurement unit and the second input is used as the second input of the calibration measurement unit;

a control unit with an output;

a subset selector, having a signal input, a control input and an output, wherein the signal input is connected to the output of the switch, and the control input is connected to the output of the control unit;

a response memory, having a measurement results input, a control input, and an output, wherein the measurement results input is connected to the output of the amplitude and phase shift measurer, and the control input is connected to the output of the control unit; and

an equalizer coefficients calculator, having a response input, a control input and an output, wherein the response input is connected to the output of the response memory, the control input is connected to the output of the control unit, and the output is used as the output of the calibration measurement unit.