Noise amplification control in adaptive noise cancelling systems
Adaptive noise cancellation systems and methods comprise a reference sensor operable to sense environmental noise and generate a corresponding reference signal, an error sensor operable to sense noise in a noise cancellation zone and generate a corresponding error signal, a noise cancellation filter operable to receive the reference signal and generate an anti-noise signal to cancel the environmental noise in the cancellation zone, an adaptation module operable to receive the reference signal and the error signal and adaptively adjust the anti-noise signal. The adaptation module includes a noise amplification control module operable to adaptively control noise amplification in at least one hiss region of the anti-noise signal, while achieving cancellation in non-hiss regions of the anti-noise signal.
1. An adaptive noise cancellation system comprising:
a reference sensor operable to sense environmental noise and generate a corresponding reference signal;
an error sensor operable to sense noise in a noise cancellation zone and generate a corresponding error signal;
a noise cancellation filter operable to receive the reference signal and generate an anti-noise signal to cancel the environmental noise in the cancellation zone; and
an adaptation module operable to receive the reference signal and the error signal and adaptively adjust the anti-noise signal;
wherein the adaptation module comprises a noise amplification control module operable to adaptively control noise amplification in at least one hiss region of the anti-noise signal, while achieving cancellation in non-hiss regions of the anti-noise signal,
wherein the hiss region of the anti-noise signal includes frequency bandwidths in which constructive interference between the environmental noise and the anti-noise signal is detected.
2. The adaptive noise cancellation system of claim 1 , wherein the noise amplification control module is operable to define a noise-shaping filter and derive new weight update rules for the noise cancellation filter.
3. The adaptive noise cancellation system of claim 2 , wherein the noise amplification control module is operable to derive new weight update rules using a least mean squared algorithm.
4. The adaptive noise cancellation system of claim 2 , wherein the noise-shaping filter is adaptively tuned during operation.
5. The adaptive noise cancellation system of claim 2 , wherein the weight update rules are derived using gradients.
6. The adaptive noise cancellation system of claim 1 , wherein the noise amplification control adapts a cost function to minimize E{e 2 (n)+γE{e 1 2 (n)}} where E{.} is the expectation operator, e(n) is the error signal, y is a constant that controls the aggressiveness, and e 1 (n) is noise-shaped anti-noise signal.
7. The adaptive noise cancellation system of claim 1 , further comprising a transient activity detection module operable to receive the reference signal, detect a transient noise event and selectively disable the adaptation module during the detected transient noise event.
8. The adaptive noise cancellation system of claim 1 , wherein the noise cancellation filter is further operable to generate the anti-noise signal in accordance with stored filter coefficients; and wherein the adaptation module is further operable to modify the stored filter coefficients.
9. The adaptive noise cancellation system of claim 1 , further comprising a loudspeaker operable to receive the anti-noise signal and generate anti-noise to cancel the noise in the noise cancellation zone.
10. A method comprising:
receiving a reference signal from a first sensor, the reference signal representing external noise;
processing the reference signal through a noise cancellation filter to generate an anti-noise signal;
outputting the anti-noise signal to a loudspeaker;
receiving an error signal from an error sensor, the error signal representing noise in a noise cancellation zone; and
adaptively adjusting the noise cancellation filter in response to the reference signal, the error signal and a noise amplification control process;
wherein the noise amplification control process comprises adaptively controlling noise amplification in at least one hiss region of the anti-noise signal, while achieving cancellation in non-hiss regions of the anti-noise signal,
wherein the hiss region of the anti-noise signal includes frequency bandwidths in which constructive interference between the environmental noise and the anti-noise signal is detected.
11. The method of claim 10 , wherein the noise amplification control process further comprises defining a noise-shaping filter and deriving new weight update rules for the noise cancellation filter.
12. The method of claim 11 , wherein the noise amplification control process further comprises deriving new weight update rules using a least mean squared algorithm.
13. The method of claim 11 , wherein the noise amplification control process further comprises adaptively tuning the noise-shaping filter during operation.
14. The method of claim 11 , wherein the weight update rules are derived using gradients.
15. The method of claim 10 , wherein the noise amplification control process further comprises adapting a cost function to minimize E{e 2 (n)+γE{e 1 2 (n)}} where E{.} is the expectation operator, e(n) is the error signal, γ is a constant that controls the aggressiveness, and e 1 (n) is noise-shaped anti-noise signal.
16. The method of claim 10 , further comprising detecting a transient noise event and selectively setting a transient noise detection state to enable and disable, respectively, the adaptively adjusting the noise cancellation filter.
17. The method of claim 10 , further comprising generating the anti-noise signal in accordance with stored filter coefficients.