Chromatic dispersion equalizer adaption systems and methods
Described herein are systems and methods that perform coarse chromatic dispersion (CD) compensation by applying precomputed coarse front-end equalizer (FEE) tap weights to a receiver based on an assumed propagation distance. After a waiting period, the FEE tap weights are applied, and it is determined whether the FEE tap weights cause a decision-directed tracking of channel rotations to satisfy a stability metric. In response to the stability metric not being satisfied, the assumed propagation distance is adjusted and used to obtain updated FEE tap weights. Conversely, if the stability metric is satisfied, a fine CD compensation is performed that comprises maintaining the updated FEE tap weights; performing an iterative least-mean-squared (LMS) error adaption to adjust Back-End Equalizer (BEE) tap weights and obtain updated BEE tap weights; and using the updated BEE tap weights to adjust the FEE tap weights to, ultimately, have the BEE output an equalized data bit stream.
1. A chromatic dispersion (CD) equalization method comprising:
performing a coarse CD compensation by applying a first set of tap weights to a receiver;
performing iterative steps comprising:
determining whether the first set of tap weights causes a decision-directed tracking of channel rotations to satisfy a stability metric;
in response to the decision-directed tracking not satisfying the stability metric, performing steps comprising updating the first set of tap weights; and
in response to the decision-directed tracking satisfying the stability metric, performing a fine CD compensation comprising:
performing an iterative least-mean-squared (LMS) error adaption to adjust a second set of tap weights to obtain updated tap weights; and
using the updated tap weights to adjust the first set of tap weights; and
outputting by the receiver a data bit stream that has been equalized by a combination of the first set of tap weights and the second set of tap weights.
2. The CD equalization method according to claim 1 , wherein the decision-directed tracking of channel rotations comprises tracking of channel phase and polarization rotation.
3. The CD equalization method according to claim 2 , wherein the tracking of channel phase and polarization rotation comprises LMS tracking.
4. The CD equalization method according to claim 1 , wherein the stability metric comprises a metric that indicates a degree of success of discerning separate constellation points.
5. The CD equalization method according to claim 4 , wherein the stability metric comprises a correlation between pairs of multiplicative coefficients used to perform polarization demixing.
6. The CD equalization method according to claim 4 , wherein performing the iterative steps comprises sweeping through a plurality of distances until the stability metric is satisfied.
7. The CD equalization method according to claim 4 , wherein performing the iterative steps comprises a non-linear search of distances until a residual inter-symbol interference (ISI) is reduced, the residual ISI having been deduced once the second set of tap weights have converged.
8. The CD equalization method according to claim 1 , wherein adjusting the updated tap weights comprises convolving the first set of tap weights with the second set of tap weights, the second set of tap weights being calculated by allowing an adaptive equalizer to converge.
9. The CD equalization method according to claim 1 , wherein the first set of tap weights comprise precomputed values that have been precomputed before performing the iterative steps.
10. The CD equalization method according to claim 9 , further comprising, at a start-up condition, selecting from a lookup table a nearest row that corresponds to a propagation distance that is shorter than an actual propagation distance, wherein selecting comprises incrementing the propagation distance and observing magnitude and sign of a center tap after the LMS error adaption.
11. The CD equalization method according to claim 1 , further comprising, in response to receiving from a back-end equalizer CD adaption error feedback data that is substantially free from polarization and phase control error, generating CD-equalized data.
12. The CD equalization system according to claim 1 , wherein the iterative LMS error adaption uses an error slicer that has been adapted for PAM or QAM modulation.
13. The CD equalization system according to claim 1 , wherein the iterative LMS steps error adaption comprises a non-linear search of distances until a residual inter-symbol interference (ISI) is reduced, the residual ISI having been deduced once the BEE tap weights have converged.
14. A chromatic dispersion (CD) equalization system comprising:
a Front-End Equalizer (FEE) comprising a set of FEE tap weights; and
a Back-End Equalizer (BEE) comprising a set of BEE tap weights that are adjusted by an iterative least-mean-squared (LMS) error adaption and made available to the FEE that uses the BEE tap weights to adjust the FEE tap weights, the BEE outputting a data bit stream that has been equalized, wherein, at a start-up condition, the FEE tap weights are selected from a lookup table comprising precomputed values by selecting a nearest row that corresponds to a propagation distance shorter than an actual propagation distance, wherein selecting comprises incrementing the propagation distance and observing magnitude and sign of a center tap after the iterative LMS error adaption.
15. A chromatic dispersion (CD) equalization system comprising:
a Front-End Equalizer (FEE) comprising a set of FEE tap weights; and
a Back-End Equalizer (BEE) comprising a set of BEE tap weights that are adjusted by an iterative least-mean-squared (LMS) error adaption and made available to the FEE that uses the BEE tap weights to adjust the FEE tap weights, the BEE outputting a data bit stream that has been equalized, wherein using the BEE tap weights to adjust the FEE tap weights comprises convolving a first set of tap weights with a second set of tap weights to obtain a third set of tap weights followed by discarding edge tap weights of the third set of tap weights.
16. A chromatic dispersion (CD) equalization system comprising:
a Front-End Equalizer (FEE) comprising a set of FEE tap weights; and
a Back-End Equalizer (BEE) comprising a set of BEE tap weights that are adjusted by an iterative least-mean-squared (LMS) error adaption and made available to the FEE that uses the BEE tap weights to adjust the FEE tap weights, the BEE outputting a data bit stream that has been equalized, wherein the iterative LMS error adaption is performed in response to determining that the FEE tap weights cause a decision-directed tracking of channel rotations to satisfy a stability metric, and wherein the stability metric comprises a correlation between pairs of multiplicative coefficients used to perform polarization demixing.