Compensation of polarization mode dispersion in single mode fiber for maximum-likelihood sequence estimation
View Patent ↗An output signal of a single mode fiber (SMF) is spectrally shaped to achieve characteristics of a predefined channel “target” response. The target response is that of a partial-response, maximum-likelihood channel with additive white Gaussian noise. A receiver employs a maximum-likelihood sequence estimation (MLSE) detector having its detection algorithm, such as a Viterbi algorithm (VA), matched to the target response. Thus, state, branch, and path metric calculations for a Viterbi trellis may be optimized for a channel having this target response.
1. An apparatus for applying compensation to samples received from an optical channel comprising at least one optical fiber, the apparatus comprising:
an equalizer having an equalizer response spectrally shaping the samples for compensation to generate a sequence of equalized samples;
an error generator generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber; and
a combiner configured to combine the error with one or more samples to provide an update signal, wherein the equalizer employs the update signal to adjust the equalizer response to the target response;
a detector generating decoded data from the sequence of equalized samples using an algorithm; and
an accumulator configured to accumulate the square of each error value, wherein the accumulation of the squared error values relates to a parameter of the target response, and the algorithm adjusts its transitions by adaptation of the parameter of the target response.
2. The invention of claim 1 , wherein:
the detector is a maximum likelihood sequence estimation (MLSE) detector; and
the algorithm has transitions based on the target response.
3. An apparatus for applying compensation to samples received from an optical channel comprising at least one optical fiber, the apparatus comprising:
an equalizer having an equalizer response spectrally shaping the samples for compensation to generate a sequence of equalized samples;
an error generator generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber; and
a combiner configured to combine the error with one or more samples to provide an update signal, wherein the equalizer employs the update signal to adjust the equalizer response to the target response;
wherein the equalizer comprises a filter defined by a set of filter taps adapted in accordance with a recursive update rule, wherein the update rule is generated from a cost function.
4. The invention of claim 3 , wherein the cost function is quadratic error and the update rule is generated from minimizing mean squared error of the cost function with respect to the filter tap.
5. An apparatus for applying compensation to samples received from an optical channel comprising at least one optical fiber, the apparatus comprising:
an equalizer having an equalizer response spectrally shaping the samples for compensation to generate a sequence of equalized samples;
an error generator generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber; and
a combiner configured to combine the error with one or more samples to provide an update signal, wherein the equalizer employs the update signal to adjust the equalizer response to the target response;
wherein the target response is of the form A+D, where A is a parameter ranging from about 0 to about 1, and D is a unit delay.
6. The invention of claim 5 , wherein the equalizer comprises a filter defined by a set of filter taps.
7. An apparatus for applying compensation to samples received from an optical channel comprising at least one optical fiber, the apparatus comprising:
an equalizer having an equalizer response spectrally shaping the samples for compensation to generate a sequence of equalized samples;
an error generator generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber; and
a combiner configured to combine the error with one or more samples to provide an update signal, wherein the equalizer employs the update signal to adjust the equalizer response to the target response; and
an accumulator configured to accumulate the square of each error value, wherein the accumulation of the squared error values relates to a parameter of the target response, and the apparatus adapts the parameter of the target response during initialization of the apparatus.
8. A method of applying compensation to samples received from an optical channel comprising at least one optical fiber, the method comprising the steps of:
(a) spectrally shaping, with an equalizer, the samples for compensation to generate a sequence of equalized samples;
(b) generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber;
(c) combining the error with one or more samples to provide an update signal;
(d) updating the equalizer with the update signal to adjust the equalizer response to the target response;
(e) generating decoded data from the sequence of equalized samples using an algorithm;
(f) accumulating the square of each error value, wherein the accumulation of the squared error values relates to a parameter of the target response; and
(g) adjusting the transitions of the algorithm by adaptation of the parameter of the target response.
9. The invention of claim 8 , wherein:
step (e) generates decoded data with an algorithm having transitions based on the target response; and
step (e) generates decoded data with maximum likelihood sequence estimation (MLSE) detection.
10. A method of applying compensation to samples received from an optical channel comprising at least one optical fiber, the method comprising the steps of:
(a) spectrally shaping, with an equalizer, the samples for compensation to generate a sequence of equalized samples, wherein step (a) comprises the step (a1) of filtering based on a set of filter taps;
(b) generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber;
(c) combining the error with one or more samples to provide an update signal;
(d) updating the equalizer with the update signal to adjust the equalizer response to the target response; and
(e) adapting the set of filter taps in accordance with a recursive update rule based on a cost function.
11. The invention of claim 10 , wherein the cost function is quadratic error and the update rule is generated from minimizing mean squared error of the cost function with respect to the filter tap.
12. A method of applying compensation to samples received from an optical channel comprising at least one optical fiber, the method comprising the steps of:
(a) spectrally shaping, with an equalizer, the samples for compensation to generate a sequence of equalized samples;
(b) generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber;
(c) combining the error with one or more samples to provide an update signal; and
(d) updating the equalizer with the update signal to adjust the equalizer response to the target response;
wherein, for step (b) the target response is of the form A+D, where A is a parameter ranging from about 0 to about 1, and D is a unit delay.
13. The invention of claim 12 , wherein step (a) comprises the step (a1) of filtering based on a set of filter taps.
14. A method of applying compensation to samples received from an optical channel comprising at least one optical fiber, the method comprising the steps of:
(a) spectrally shaping, with an equalizer, the samples for compensation to generate a sequence of equalized samples;
(b) generating an error for a current sample based on the difference between 1) an equalized current sample and 2) a decision for the current sample adjusted for a target response, wherein the target response is based on a response of the at least one optical fiber;
(c) combining the error with one or more samples to provide an update signal;
(d) updating the equalizer with the update signal to adjust the equalizer response to the target response;
(e) accumulating the square of each error value, wherein the accumulation of the squared error values relates to a parameter of the target response; and
(f) adapting the parameter of the target response during initialization of the apparatus.