Interpolation method and apparatus for increasing efficiency of crosstalk estimation
View Patent ↗Techniques are disclosed that efficiently obtain channel crosstalk estimates in DSL systems and other communication systems that may include unsynchronized channels. For example, a method includes obtaining a first set of estimated measures of crosstalk for a first portion of a plurality of communication channels over which data signals are to be transmitted from a transmitter to a plurality of receivers, and interpolating a second set of estimated measures of crosstalk for a second portion of the plurality of communication channels based on the first set of estimated measures of crosstalk. The first portion of the plurality of communication channels may be a subset of the plurality of communication channels and the second portion of the plurality of communication channels is a remainder of the plurality of communication channels. Each estimated measure of crosstalk may relate to at least one tone associated with at least one of the plurality of communication channels.
1. A method comprising:
obtaining a first set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of a first portion of a plurality of communication channels over which signals are to be transmitted from a transmitter to a plurality of receivers; and
interpolating a second set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of a second portion of the plurality of communication channels based on the first set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of the first portion of the plurality of communication channels;
wherein an estimated crosstalk coefficient for a given one of the plurality of communication channels measures crosstalk caused by the given one of the plurality of communication channels on at least another one of the plurality of communication channels;
wherein the second portion of the plurality of communication channels comprises at least one communication channel not in the first portion of the plurality of communication channels.
2. The method of claim 1 , wherein the first portion of the plurality of communication channels is a subset of the plurality of communication channels and the second portion of the plurality of communication channels is a remainder of the plurality of communication channels.
3. The method of claim 1 , wherein each estimated crosstalk coefficient relates to at least one tone associated with at least one of the plurality of communication channels.
4. The method of claim 1 , further comprising the step of adjusting a set of signals based on at least a portion of the first set and the second set of estimated crosstalk coefficients.
5. The method of claim 1 , wherein the first set of estimated crosstalk coefficients are generated from signal-interference-plus-noise ratio (SINR) measurements received from at least a portion of the plurality of receivers.
6. The method of claim 1 , wherein the interpolating step further comprises generating interpolated phase and amplitude values that comprise the second set of estimated crosstalk coefficients from measured phase and amplitude values that comprise the first set of estimated crosstalk coefficients.
7. The method of claim 6 , wherein the interpolated phase values are generated by a curve fitting operation.
8. The method of claim 6 , wherein the interpolated amplitude values are generated by selecting a nearest measured amplitude value.
9. The method of claim 1 , wherein the interpolating step further comprises:
providing a finite response filter;
computing a convolution of values of the first set of estimated crosstalk coefficients using the finite response filter; and
obtaining values for the second set of estimated crosstalk coefficients based on the computed convolution.
10. The method of claim 1 , wherein the interpolating step accounts for a change in one or more physical factors over time.
11. The method of claim 1 , further comprising the step of obtaining one or more additional measurements via a precoder based on results of one or more earlier measurements and one or more subsequent earlier interpolations.
12. The method of claim 1 further comprising the step of deciding which tones to precode based on the interpolated second set of estimated crosstalk coefficients.
13. The method of claim 1 , further comprising the steps of:
determining a measure of quality associated with the interpolated second set of estimated crosstalk coefficients; and
using the measure of quality to decide whether to obtain additional estimated crosstalk coefficients.
14. An article of manufacture comprising a non-transitory processor-readable storage medium storing one or more software programs which when executed by a processor cause performance of the steps of the method of claim 1 .
15. Apparatus comprising:
a transmitter system configured to obtain a first set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of a first portion of a plurality of communication channels over which signals are to be transmitted from the transmitter system to a plurality of receivers, and to interpolate a second set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of a second portion of the plurality of communication channels based on the first set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of the first portion of the plurality of communication channels;
wherein an estimated crosstalk coefficient for a given one of the plurality of communication channels measures crosstalk caused by the given one of the plurality of communication channels on at least another one of the plurality of communication channels;
wherein at least one communication channel in the second portion of the plurality of communication channels is not in the first portion of the plurality of communication channels.
16. The apparatus of claim 15 , wherein the plurality of communication channels comprise digital subscriber lines (DSL) of a DSL communication system.
17. The apparatus of claim 15 , wherein the transmitter system is located at a central office of the DSL communication system.
18. The apparatus of claim 15 , wherein the interpolating step further comprises generating interpolated phase and amplitude values that comprise the second set of estimated crosstalk coefficients from measured phase and amplitude values that comprise the first set of estimated crosstalk coefficients.
19. The apparatus of claim 15 , wherein the interpolating step further comprises:
providing a finite response filter;
computing a convolution of values of the first set of estimated crosstalk coefficients using the finite response filter; and
obtaining values for the second set of estimated crosstalk coefficients based on the computed convolution.
20. A communication system comprising:
a plurality of receivers; and
a transmitter system configured to obtain a first set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of a first portion of a plurality of communication channels over which signals are to be transmitted from the transmitter system to the plurality of receivers, and to interpolate a second set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of a second portion of the plurality of communication channels based on the first set of estimated crosstalk coefficients measuring crosstalk caused by respective ones of the first portion of the plurality of communication channels;
wherein an estimated crosstalk coefficient for a given one of the plurality of communication channels measures crosstalk caused by the given one of the plurality of communication channels on at least another one of the plurality of communication channels;
wherein at least one communication channel in the second portion of the plurality of communication channels is not in the first portion of the plurality of communication channels.