Stochastic vector based network echo cancellation
View Patent ↗An apparatus generally having a first circuit and a second circuit is disclosed. The first circuit may be configured to generate a first sample by filtering an input vector based on (a) a filter vector and (b) a stochastic vector. Each of a plurality of components in the stochastic vector generally has a respective random value. The first circuit may also be configured to generate a second sample as a difference between a third sample and the first sample. The third sample may be received from a network as an echo. The second circuit may be configured to update a subset of a plurality of taps of the filtering where a corresponding one of the components of the stochastic vector has a first value of the random values.
1. An apparatus comprising:
a first circuit configured to (i) generate a first sample by filtering an input vector through a filter based on both (a) a filter vector and (b) an intermediate vector, each of a plurality of components in said intermediate vector having a respective random value, and (ii) generate a second sample as a difference between a third sample and said first sample, said third sample being received from a network as an echo; and
a second circuit configured to update a subset of a plurality of taps of said filter based on a corresponding one of said components of said intermediate vector that has a particular value, wherein a number of elements of said subset is greater than a predetermined minimum number.
2. The apparatus according to claim 1 , wherein said filtering comprises a normalized least-mean-squares filtering modified by said intermediate vector.
3. The apparatus according to claim 1 , wherein (i) said first circuit is further configured to update said second sample each step of said filter and (ii) said second circuit is further configured to update said intermediate vector each plurality of said steps.
4. The apparatus according to claim 1 , wherein said second circuit is further configured to generate a plurality of probability values based on said filter vector.
5. The apparatus according to claim 4 , wherein said second circuit is further configured to set each of said components selectively to either said particular value or another value based on a respective one of said probability values.
6. The apparatus according to claim 1 , wherein (i) said first circuit is further configured to update said filter vector by adding a fourth vector and (ii) said fourth vector comprises a product of said intermediate vector and said input vector.
7. The apparatus according to claim 1 , wherein said filter vector comprises a model of an echo path of said network.
8. The apparatus according to claim 1 , wherein said input vector comprises a plurality of fourth samples transmitted on said network.
9. The apparatus according to claim 8 , wherein said third sample is generated in response to one or more of said fourth samples.
10. The apparatus according to claim 1 , wherein said apparatus is implemented as one or more integrated circuits.
11. A method for echo noise cancellation in a network, comprising the steps of:
(A) generating a first sample by filtering an input vector through a filter based on both (i) a filter vector and (ii) an intermediate vector, each of a plurality of components in said intermediate vector having a respective random value;
(B) generating a second sample as a difference between a third sample and said first sample, said third sample being received from said network as an echo; and
(C) updating a subset of a plurality of taps of said filter based on a corresponding one of said components of said intermediate vector that has a particular value, wherein a number of elements of said subset is greater than a predetermined minimum number.
12. The method according to claim 11 , wherein said filtering comprises a normalized least-mean-squares filtering modified by said intermediate vector.
13. The method according to claim 11 , further comprising the steps of:
updating said second sample each step of said filter; and
updating said intermediate vector each plurality of said steps.
14. The method according to claim 11 , further comprising the step of:
generating a plurality of probability values based on said filter vector.
15. The method according to claim 14 , further comprising the step of:
setting each of said components selectively to either said particular value or another value based on a respective one of said probability values.
16. The method according to claim 11 , further comprising the step of:
updating said filter vector by adding a fourth vector, wherein said fourth vector comprises a product of said intermediate vector and said input vector.
17. The method according to claim 11 , wherein said filter vector comprises a model of an echo path of said network.
18. The method according to claim 11 , wherein said input vector comprises a plurality of fourth samples transmitted on said network.
19. The method according to claim 18 , wherein said third sample is generated in response to one or more of said fourth samples.
20. An apparatus comprising:
means for generating a first sample by filtering an input vector through a filter based on both (i) a filter vector and (ii) an intermediate vector, each of a plurality of components in said intermediate vector having a respective random value;
means for generating a second sample as a difference between a third sample and said first sample, said third sample being received from a network as an echo; and
means for updating a subset of a plurality of taps of said filter based on a corresponding one of said components of said intermediate vector that has a particular value, wherein a number of elements of said subset is greater than a predetermined minimum number.