Robust adaptive noise canceling (ANC) in a personal audio device

• US 9,324,311 B1
• Filed: 03/14/2014
• Issued: 04/26/2016
• Est. Priority Date: 03/15/2013
• Status: Active Grant

• Current Assignee: Cirrus Logic Incorporated
• Original Assignee: Cirrus Logic Incorporated
• Inventors: Abdollahzadeh Milani, Ali, Alderson, Jeffrey, Kamath, Gautham Devendra, Lu, Yang
• Primary Examiner(s): Gauthier, Gerald
• Application Number:
  US14/210,537
• Time in Patent Office: 774 Days
• Field of Search: 355/72, 381/56, 381/71.1, 381/71.6, 381/71.11, 381/380, 704/226, 367/95, 455/63.1, 700/94
• US Class Current: 1/1
• CPC Class Codes: G10K 11/16 Methods or devices for protecting against, or for damping, noise or other acoustic waves in general G10K11/36 takes precedence
• CPC Class Codes: G10K 11/17823 Reference signals, e.g. ambient acoustic environment
• CPC Class Codes: G10K 11/17825 Error signals
• CPC Class Codes: G10K 11/17833 by using a self-diagnostic function or a malfunction prevention function, e.g. detecting abnormal output levels
• CPC Class Codes: G10K 11/17835 using detection of abnormal input signals
• CPC Class Codes: G10K 11/17854 the filter being an adaptive filter
• CPC Class Codes: G10K 11/17857 Geometric disposition, e.g. placement of microphones
• CPC Class Codes: G10K 11/17881 the reference signal being an acoustic signal, e.g. recorded with a microphone
• CPC Class Codes: G10K 11/17885 additionally using a desired external signal, e.g. pass-through audio such as music or speech
• CPC Class Codes: G10K 2210/1081 Earphones, e.g. for telephones, ear protectors or headsets
• CPC Class Codes: G10K 2210/3016 Control strategies, e.g. energy minimization or intensity measurements
• CPC Class Codes: G10K 2210/3028 Filtering, e.g. Kalman filters or special analogue or digital filters
• CPC Class Codes: G10K 2210/3045 Multiple acoustic inputs, single acoustic output
• CPC Class Codes: G10K 2210/3054 Stepsize variation

Abstract

An adaptive noise canceling (ANC) circuit adaptively generates an anti-noise signal from that is injected into the speaker or other transducer output to cause cancellation of ambient audio sounds. At least one microphone provides an error signal indicative of the noise cancellation at the transducer, and the coefficients of the adaptive filter are adapted to minimize the error signal. In order to prevent improper adaptation or instabilities in one or both of the adaptive filters, spikes are detected in the error signal by comparing the error signal to a threshold ambient noise average. Therefore, if the magnitude of the coefficient error is greater than a threshold value for an update, the update is skipped. Alternatively the step size of the updates may be reduced.

Claims

1. A personal audio device, comprising:

a personal audio device housing;

a transducer mounted on the housing for reproducing an audio signal including both source audio for playback to a listener and an anti-noise signal for countering effects of ambient audio sounds in an acoustic output of the transducer;

a reference microphone mounted on the housing for providing a reference microphone signal indicative of the ambient audio sounds;

an error microphone mounted on the housing in proximity to the transducer for providing an error microphone signal indicative of the acoustic output of the transducer and the ambient audio sounds at the transducer; and

a processing circuit that adaptively generates the anti-noise signal from the reference microphone signal by adapting a first adaptive filter to reduce the presence of the ambient audio sounds heard by the listener in conformity with an error signal and the reference microphone signal, wherein the processing circuit implements a secondary path filter having a secondary path response that shapes the source audio and a combiner that removes the source audio from the error microphone signal to provide the error signal, and wherein the processing circuit adapts coefficients of the first adaptive filter according to the reference microphone signal and the error signal, and wherein if a magnitude of a value derived from the error microphone signal has a rate of change that exceeds a threshold value indicating a spike in the ambient audio sounds, the processing circuit alters adaptation of the first adaptive filter to reduce disruption in values of the coefficients caused by the spike in the ambient audio sounds.

2. The personal audio device of claim 1, wherein the processing circuit determines an average level of the ambient audio sounds from an average of the value derived from the error microphone signal, and determines the rate of change of the magnitude of the value derived from the error microphone signal from a difference between the average level of the value derived from the error microphone signal and an instantaneous value of the magnitude of the value derived from the error microphone signal.

3. The personal audio device of claim 2, wherein the processing circuit determines the instantaneous value of the magnitude of the value derived from the error microphone signal from groups of samples of the value derived from the error microphone signal having a size that is smaller than the size of the groups of samples used to determine the average of the value derived from the error microphone signal.

4. The personal audio device of claim 3, wherein the processing circuit compares the magnitude of the value derived from the error microphone signal to the average level at each sample of the error microphone signal, wherein the processing circuit skips updates due to samples for which the magnitude of the value derived from the error microphone signal exceeds the threshold value.

5. The personal audio device of claim 1, wherein the processing circuit alters adaptation of the first adaptive filter by not updating coefficients of the first adaptive filter when the rate of change of the magnitude of the value derived from the error microphone signal exceeds the threshold value.

6. A method of countering effects of ambient audio sounds by a personal audio device, the method comprising:

adaptively generating an anti-noise signal from a reference microphone signal by adapting a first adaptive filter to reduce the presence of the ambient audio sounds heard by the listener in conformity with an error signal and the reference microphone signal;

combining the anti-noise signal with source audio;

providing a result of the combining to a transducer;

measuring the ambient audio sounds with a reference microphone;

measuring an acoustic output of the transducer and the ambient audio sounds with an error microphone;

filtering the source audio with a secondary path filter having a secondary path response to produce filtered source audio;

removing the filtered source audio from the error microphone signal to generate the error signal;

adapting coefficients of the first adaptive filter according to the reference microphone signal and the error signal;

detecting a spike in the ambient audio sounds by determining whether the magnitude of a value derived from the error microphone signal has a rate of change that exceeds a threshold value; and

responsive to the detecting having detected a spike, altering the adapting of the coefficients to reduce disruption in values of the coefficients caused by the spike.

7. The method of claim 6, further comprising:

determining an average level of the ambient audio sounds from an average of the value derived from the error microphone signal; and

determining the rate of change of the magnitude of the value derived from the error microphone signal from a difference between the average level of the value derived from the error microphone signal and an instantaneous value of the magnitude of the value derived from the error microphone signal.

8. The method of claim 7, further comprising determining the instantaneous value of the magnitude of the value derived from the error microphone signal from groups of samples of the value derived from the error microphone signal having a size that is smaller than the size of the groups of samples used to determine the average of the value derived from the error microphone signal.

9. The method of claim 8, further comprising:

comparing the magnitude of the value derived from the error microphone signal to the average level at each sample of the error microphone signal; and

skipping updates to the adapting of the coefficients due to samples for which the magnitude of the value of derived from the error microphone signal exceeds the threshold value.

10. The method of claim 6, further comprising altering adaptation of the first adaptive filter by the adapting of the coefficients not updating coefficients of the first adaptive filter when the rate of change of the magnitude of the value derived from the error microphone signal exceeds the threshold value.

11. An integrated circuit for implementing at least a portion of a personal audio device, comprising:

an output for providing an output signal to an output transducer including both source audio for playback to a listener and an anti-noise signal for countering effects of ambient audio sounds in an acoustic output of the transducer;

a reference microphone input for receiving a reference microphone signal indicative of the ambient audio sounds;

an error microphone input for receiving an error microphone signal indicative of the acoustic output of the transducer and the ambient audio sounds at the transducer; and

a processing circuit that adaptively generates the anti-noise signal from the reference microphone signal by adapting a first adaptive filter to reduce the presence of the ambient audio sounds heard by the listener in conformity with an error signal and the reference microphone signal, wherein the processing circuit implements a secondary path filter having a secondary path response that shapes the source audio and a combiner that removes the source audio from the error microphone signal to provide the error signal, and wherein the processing circuit adapts coefficients of the first adaptive filter according to the reference microphone signal and the error signal, and wherein if a magnitude of a value derived from the error microphone signal has a rate of change that exceeds a threshold value indicating a spike in the ambient audio sounds, the processing circuit alters adaptation of the first adaptive filter to reduce disruption in values of the coefficients caused by the spike in the ambient audio sounds.

12. The integrated circuit of claim 11, wherein the processing circuit determines an average level of the ambient audio sounds from an average of the value derived from the error microphone signal, and determines the rate of change of the magnitude of the value derived from the error microphone signal from a difference between the average level of the value derived from the error microphone signal and an instantaneous value of the magnitude of the value derived from the error microphone signal.

13. The integrated circuit of claim 12, wherein the processing circuit determines the instantaneous value of the magnitude of the value derived from the error microphone signal from groups of samples of the value derived from the error microphone signal having a size that is smaller than the size of the groups of samples used to determine the average of the value derived from the error microphone signal.

14. The integrated circuit of claim 13, wherein the processing circuit compares the magnitude of the value derived from the error microphone signal to the average level at each sample of the error microphone signal, wherein the processing circuit skips updates due to samples for which the magnitude of the value of derived from the error microphone signal exceeds the threshold value.

15. The integrated circuit of claim 11, wherein the processing circuit alters adaptation of the first adaptive filter by not updating coefficients of the first adaptive filter when the rate of change of the magnitude of the value derived from the error microphone signal exceeds the threshold value.