Testing tone free close loop notch frequency calibration for delta-sigma data converters

• US 9,755,677 B2
• Filed: 02/15/2017
• Issued: 09/05/2017
• Est. Priority Date: 11/06/2014
• Status: Active Grant

• Current Assignee: GM Global Technology Operations LLC (General Motors Company)
• Original Assignee: GM Global Technology Operations LLC (General Motors Company)
• Inventors: Talty, Timothy J., Kuan, Yen-Cheng, Baringer, Cynthia D., Ahmed, Mohiuddin, Li, James Chingwei, Pan, Hsuanyu, Sovero, Emilio A.
• Primary Examiner(s): GONZALES, APRIL GUZMAN
• Application Number:
  US15/434,000
• Publication Number:
  US 20170187406A1
• Time in Patent Office: 202 Days
• Field of Search: 455205
• CPC Class Codes: H03F 3/24 of transmitter output stages
• CPC Class Codes: H03M 1/0673 using random selection of the elements with data-controlled random generator H03M1/0665
• CPC Class Codes: H03M 1/365 the voltage divider being a single resistor string
• CPC Class Codes: H03M 1/662 Multiplexed conversion systems
• CPC Class Codes: H03M 3/408 by the use of an LC circuit
• CPC Class Codes: H03M 3/424 the quantiser being a multiple bit one
• CPC Class Codes: H04B 1/0007 wherein the AD/DA conversion occurs at radiofrequency or intermediate frequency stage
• CPC Class Codes: H04B 1/0475 with means for limiting noise, interference or distortion H04B1/0483 takes precedence
• CPC Class Codes: H04B 1/1036 with automatic suppression of narrow band noise or interference, e.g. by using tuneable notch filters H04B1/123 takes precedence; filter circuits H03H
• CPC Class Codes: H04B 1/3822 specially adapted for use in vehicles H04B1/3827 takes precedence
• CPC Class Codes: H04B 1/40 Circuits
• CPC Class Codes: H04B 2001/0408 with power amplifiers
• CPC Class Codes: H04B 2001/0425 with linearisation using predistortion
• CPC Class Codes: H04B 2001/1063 using a notch filter
• CPC Class Codes: H04L 1/0071 Use of interleaving interleaving per se H03M13/27

Abstract

A cellular radio architecture that includes a receiver module having a delta-sigma modulator that converts analog signals to digital signals and a Fast-Fourier transform (FFT) circuit that converts the digital signals to frequency spectrum signals. The architecture also includes a moving average circuit that smoothes out the frequency spectrum signals by applying a moving average to the signals. The architecture further includes a differentiator circuit that differentiates the frequency spectrum signals to make the signals linear, and a minimum finding circuit that converts the differentiated frequency spectrum signals into positive values for frequencies above a notch frequency in the differentiated signals and negative values for frequencies below the notch frequency in the differentiated signals. A transition between the positive and negative values is compared to a desired notch frequency value, and if the difference is greater than a predetermined threshold, an adaptive control circuit calibrates the modulator.

Claims

1. A receiver module for a front-end circuit of a radio, said receiver module comprising:

an analog-to-digital converter (ADC) that converts analog signals to digital signals;

a Fast-Fourier transform (FFT) circuit responsive to the digital signals from the ADC and converting the digital signals to frequency spectrum signals;

a moving average circuit responsive to the frequency spectrum signals from the FFT circuit, said moving average circuit smoothing out the frequency spectrum signals by applying a moving average to the frequency spectrum signals;

a differentiator circuit responsive to the smoothed frequency spectrum signals from the moving average circuit and differentiating the frequency spectrum signals to make the signals linear;

a minimum finding circuit responsive to the differentiated frequency spectrum signals from the differentiator circuit and converting the differentiated frequency spectrum signals into a positive value for frequencies above a notch frequency in the differentiated signals and a negative value for frequencies below the notch frequency in the differentiated signals; and

an adaptive control circuit responsive to the positive and negative values from the minimum finding circuit, said adaptive control circuit comparing a transition between the negative values and the positive values to a desired frequency value to identify a difference therebetween, and providing a calibration signal to the ADC if the difference is greater than a predetermined threshold value.

2. The receiver module according to claim 1 wherein the ADC is a delta-sigma modulator.

3. The receiver module according to claim 1 wherein the FFT circuit, the moving average circuit, the differentiator circuit, the minimum finding circuit and the adaptive control circuit all operate within a digital signal processor.

4. The receiver module according to claim 1 wherein the minimum finding circuit converts the differentiated frequency spectrum signals into a positive or negative value based on whether a slope of the differentiated frequency spectrum signals is positive or negative.

5. The receiver module according to claim 1 wherein the adaptive control circuit is a least-minimum-square (LMS)/gradient decent adaptive control circuit.

6. The receiver module according to claim 1 wherein the radio is a digital radio.

7. The receiver module according to claim 6 wherein the digital radio is a digital cellular radio.

8. The receiver module according to claim 7 wherein the digital cellular radio is a vehicle radio.

9. A receiver module for a front-end circuit of a radio, said receiver module comprising:

a delta-sigma modulator that converts analog signals to digital signals; and

a digital signal processor (DSP) that converts the digital signals to frequency spectrum signals, identifies a notch frequency in the frequency spectrum signals, compares the notch frequency to a predetermined desired frequency, and calibrates the delta-sigma modulator if the difference between the notch frequency and the desired frequency is greater than a predetermined threshold, wherein the DSP includes a Fast-Fourier transform (FFT) circuit that employs a Fast-Fourier transform to convert the digital signals to the frequency spectrum signals and a moving average circuit that smoothes out the frequency spectrum signals by applying a moving average to the frequency spectrum signals.

10. The receiver module according to claim 9 wherein the DSP includes a differentiator circuit that differentiates the frequency spectrum signals to make them linear.

11. The receiver module according to claim 10 wherein the DSP includes a minimum finding circuit that converts the differentiated frequency spectrum signals into a positive value for frequencies above the notch frequency and a negative value for frequencies below the notch frequency.

12. The receiver module according to claim 11 wherein the DSP includes an adaptive control circuit responsive to the positive and negative values from the minimum finding circuit, said adaptive control circuit comparing a transition between the negative values and the positive values to the desired frequency value to identify a difference therebetween, and providing a calibration signal to the delta-sigma modulator if the difference is greater than a predetermined threshold value.

13. The receiver module according to claim 9 wherein the radio is a digital cellular radio.

14. A method for calibrating an analog-to-digital converter (ADC) in a receiver module in a front-end circuit for a radio, said method comprising:

converting analog signals to digital signals in the ADC;

Fast-Fourier transforming the digital signals to frequency spectrum signals;

smoothing out the frequency spectrum signals by applying a moving average to the frequency spectrum signals;

differentiating the smooth frequency spectrum signals to make the signals linear;

converting the differentiated frequency spectrum signals into a positive value for frequencies above a notch frequency in the differentiated signals and a negative value for frequencies below the notch frequency in the differentiated signals;

comparing a transition between the positive and negative values to a desired notch frequency to provide a difference signal;

determining whether the difference signal is greater than a predetermined threshold; and

calibrating the ADC if the difference signal is greater than the threshold.

15. The method according to claim 14 wherein the ADC is a delta-sigma modulator.

16. The method according to claim 14 wherein the radio is a digital cellular radio.