Entrainment avoidance with a gradient adaptive lattice filter

1. A method of signal processing an input signal in a hearing assistance device to avoid entrainment, the hearing assistance device including a receiver and a microphone, the method comprising:

using a gradient adaptive lattice filter including one or more reflection coefficients to measure an acoustic feedback path from the receiver to the microphone of the hearing assistance device; monitoring the gradient adaptive lattice filter including a comparison between a time adjusted forward error across stages of the gradient adaptive lattice filter and a predetermined threshold value for an indication of entrainment of the gradient adaptive lattice filter; and

changing an adaptation rate of the gradient adaptive lattice filter to avoid entrainment.

2. The method of claim 1 , further comprising comparing at least one or more of the reflection coefficients to the predetermined threshold value for the indication of entrainment of the gradient adaptive lattice filter.

3. The method of claim 1 , further comprising modulating the adaptation of the gradient adaptive lattice filter if the monitoring indicates entrainment of the gradient adaptive lattice filter.

4. The method of claim 3 , wherein modulating the adaptation of the gradient adaptive lattice filter upon indication of entrainment includes reducing the adaptation rate of the gradient adaptive lattice filter.

5. The method of claim 3 , wherein modulating the adaptation of the gradient adaptive lattice filter upon indication of entrainment, includes suspending adaptation of the gradient adaptive lattice filter.

6. The method of claim 2 , further comprising modulating the adaptation of the gradient adaptive lattice filter if the monitoring indicates entrainment of the gradient adaptive lattice filter.

7. The method of claim 6 , wherein modulating the adaptation of the gradient adaptive lattice filter upon indication of entrainment includes reducing the adaptation rate of the gradient adaptive lattice filter.

8. The method of claim 6 , wherein modulating the adaptation of the gradient adaptive lattice filter upon indication of entrainment, includes suspending adaptation of the gradient adaptive lattice filter.

9. An apparatus comprising:

a microphone,

a signal processor to process signals received from the microphone, the signal processor including an adaptive feedback cancellation filter, the adaptive feedback cancellation filter adapted to provide an estimate of an acoustic feedback path for feedback cancellation; and

a receiver adapted for emitting sound based on the processed signals,

wherein the adaptive feedback cancellation filter includes a gradient adaptive lattice filter with one or more reflection coefficients,

wherein the signal processor includes programming instructions to monitor entrainment of the gradient adaptive lattice filter including a comparison between a time adjusted forward error across stages of the gradient adaptive lattice filter and a predetermined threshold value for an indication of entrainment of the gradient adaptive lattice filter and to change an adaptation rate of the gradient adaptive lattice filter to avoid entrainment.

10. The apparatus of claim 9 , wherein the signal processor further includes programing instructions to compare at least one or more of the reflection coefficients to the predetermined threshold value for the indication of entrainment of the gradient adaptive lattice filter.

11. The apparatus of claim 9 , wherein the signal processor includes programing instructions to modulate adaptation of the gradient adaptive lattice filter upon the indication of entrainment of the gradient adaptive lattice filter.

12. The apparatus of claim 9 , wherein the signal processor includes programing instructions for hearing improvement.

13. The apparatus of claim 9 , further comprising a housing to enclose the signal processor.

14. The apparatus of claim 13 , wherein the housing includes a behind-the-ear (BTE) housing.

15. The apparatus of claim 13 , wherein the housing includes an in-the-canal (ITC) housing.

16. The apparatus of claim 13 , wherein the housing includes a completely-in-the-canal (CIC) housing.