Entrainment avoidance with pole stabilization
View Patent ↗A system of signal processing an input signal in a hearing assistance device to avoid entrainment wherein the hearing assistance device including a receiver and a microphone, the method comprising using an adaptive filter to estimate an acoustic feedback path from the receiver to the microphone, generating one or more estimated future pole positions of a transfer function of the adaptive filter, analyzing stability of the one or more estimated pole positions for an indication of entrainment and adjusting the adaptation of the adaptive filter based on the stability.
1. An apparatus, comprising:
a microphone;
signal processing electronics receiving signals from the microphone, the signal processing electronics including:
an adaptive acoustic feedback cancellation filter for reduction of acoustic feedback, the acoustic feedback cancellation filter including an adaptation module and an adaptive filter; and
a stability analyzer module;
a receiver receiving signals from the signal processing electronics,
wherein the stability analyzer module is configured to analyze stability of the adaptive filter and control adaptation rate of the adaptive filter for avoidance of entrainment artifacts using a result of the analysis; and wherein the stability analyzer module is configured to: generate one or more estimated future pole positions of a transfer function of the adaptive filter; analyze the one or more estimated future pole positions for an indication of entrainment; and adjust the adaptation rate of the adaptive filter using the one or more estimated future pole positions.
2. The apparatus of claim 1 , wherein the stability analyzer module is configured to: convert the one or more estimated future pole positions to lattice form; apply a Schur-Cohn stability test to derive reflection coefficients of the adaptive filter using the one or more estimated future pole positions; and monitor values of the derived reflection coefficients for the indication of entrainment.
3. The apparatus of claim 2 , wherein the signal processing electronics include a digital signal processor.
4. The apparatus of claim 1 , wherein the apparatus includes a housing configured to be worn behind-the-ear.
5. The apparatus of claim 1 , wherein the apparatus includes a housing configured to be worn in-the-ear.
6. The apparatus of claim 1 , wherein the apparatus includes a housing configured to be worn completely-in-the-canal.
7. The apparatus of claim 1 , wherein the signal processing electronics include a digital signal processor.
8. The apparatus of claim 1 , wherein the signal processing electronics include digital signal processor.
9. The apparatus of claim 1 , wherein the stability analyzer module is a function performed by a digital signal processor executing instructions.