IP Library Granted Patent US 11,901,951
Granted Patent B2
US 11,901,951 · App. 17/834,036 · Granted Feb 13, 2024

Distorter coefficient updating apparatus, method and digital predistortion apparatus

Inventors: Ke Zhang (Beijing, CN); Zhenning Tao (Beijing, CN)
Assignee: FUJITSU LIMITED
H04B10/60H04B10/58
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Quick Facts
Patent No.
US 11,901,951
App. No.
17/834,036
Granted
Feb 13, 2024
Kind
B2
Abstract

A distorter coefficient updating apparatus, a distorter coefficient updating method, and a digital predistortion apparatus. The distorter coefficient updating apparatus is configured at an optical receiver side, and comprises a processor configured to: perform re-distortion processing on a signal after decision according to a first distorter coefficient to generate a first reference signal; and calculate a second distorter coefficient according to the first reference signal and a signal before decision, or according to the first reference signal, the signal after decision, and the signal before decision The second distorter coefficient is fed back to the processor as the first distorter coefficient of the processor in a next update, and the second distorter coefficient is fed back to a predistorter on an optical transmitter side as a predistortion coefficient for the predistorter to perform a predistortion processing on a signal input to the predistorter.

Claims (44)

1. A distorter coefficient updating apparatus at an optical receiver side, where an optical receiver comprises a decider configured to decide a signal before decision to generate a signal after decision, comprising:

a processor configured to:

perform a non-linear re-distortion processing on the signal after decision according to a first distorter coefficient to generate a first reference signal; and

calculate a second distorter coefficient according to the first reference signal and a the signal before decision, or according to the first reference signal, the signal after decision, and the signal before decision, and

wherein the second distorter coefficient is fed back to the processor as the first distorter coefficient in a next update, and the second distorter coefficient is fed back to a non-linear predistorter on an optical transmitter side as a predistortion coefficient of the non-linear predistorter,

wherein the first distorter coefficient adopted by the processor is a same coefficient as the predistortion coefficient adopted by the non-linear predistorter.

2. The distorter coefficient updating apparatus according to claim 1 , wherein a distorter model adopted by the processor is a same model as a distorter model adopted by the non-linear predistorter.

3. The distorter coefficient updating apparatus according to claim 2 , wherein the distorter model includes: Volterra series, or a memory polynomial, or a Winner model, or a Hammerstein model, or a multistage parallel (M-P) model.

4. The distorter coefficient updating apparatus according to claim 1 , wherein the processor is further configured to:

calculate a second reference signal according to the first reference signal, or according to the first reference signal and the signal after decision; and

calculate the second distorter coefficient according to the second reference signal and the signal before decision.

5. The distorter coefficient updating apparatus according to claim 4 , wherein the processor is further configured to:

remove a linear inter-symbol interference within the first reference signal according to the signal after decision to generate a first reference signal without linear inter-symbol interference; and

perform power normalization on the first reference signal without linear inter-symbol interference to generate the second reference signal.

6. The distorter coefficient updating apparatus according to claim 4 , wherein the processor is further configured to:

perform power normalization on the first reference signal to generate the second reference signal.

7. The distorter coefficient updating apparatus according to claim 4 , wherein the processor is further configured to: calculate the second distorter coefficient using a gradient descent method or a least square method according to the second reference signal and the signal before decision.

8. A distorter coefficient updating method applied at an optical receiver side where an optical receiver comprises a decider configured to decide a signal before decision to generate a signal after decision, comprising:

performing non-linear re-distortion processing on the signal after decision according to a first distorter coefficient to generate a first reference signal; and

calculating a second distorter coefficient according to the first reference signal and a the signal before decision, or according to the first reference signal, the signal after decision, and the signal before decision, and

wherein the second distorter coefficient is used as the first distorter coefficient of the non-linear re-distortion processing in a next update, and the second distorter coefficient is fed back to a non-linear predistorter on an optical transmitter side as a predistortion coefficient of the non-linear predistorter,

wherein the first distorter coefficient adopted in the non-linear re-distortion processing is a same coefficient as the predistortion coefficient adopted by the non-linear predistorter.

9. The distorter coefficient updating method according to claim 8 , wherein a distorter model adopted in the non-linear re-distortion processing is a same model as a distorter model adopted by the non-linear predistorter.

10. The distorter coefficient updating method according to claim 9 , wherein the distorter model includes: Volterra series, or a memory polynomial, or a Winner model, or a Hammerstein model, or a multistage-parallel (M-P) nonlinear model.

11. The distorter coefficient updating method according to claim 8 , wherein the calculating of the second distorter coefficient according to the first reference signal and the signal before decision, or according to the first reference signal, the signal after decision, and the signal before decision includes:

calculating a second reference signal according to the first reference signal, or according to the first reference signal and the signal after decision; and

calculating the second distorter coefficient according to the second reference signal and the signal before decision.

12. The distorter coefficient updating method according to claim 11 , wherein the calculating of the second reference signal according to the first reference signal and the signal after decision includes:

removing a linear inter-symbol interference within the first reference signal according to the signal after decision to generate a first reference signal without linear inter-symbol interference; and

performing power normalization on the first reference signal without linear inter-symbol interference to generate a second reference signal.

13. The distorter coefficient updating method according to claim 11 , wherein the calculating the second reference signal according to the first reference signal includes:

performing power normalization on the first reference signal to generate the second reference signal.

14. The distorter coefficient updating method according to claim 11 , wherein the calculating of the second distorter coefficient according to the second reference signal and the signal before decision includes:

using a gradient descent method or a least square method according to the second reference signal and the signal before decision to calculate the second distorter coefficient.

15. The distorter coefficient updating method according to claim 8 , wherein the non-linear predistorter performs a non-linear predistortion processing on a sequence of symbols input to the non-linear predistorter.

16. The distorter coefficient updating method according to claim 15 , wherein a sampling rate of the non-linear predistorter is 1 sampling point per symbol.

17. A digital predistortion apparatus, comprising:

a non-linear predistorter in an optical transmitter, configured to perform real-time predistortion processing on a signal input to the non-linear predistorter according to a predistortion coefficient;

a decider in an optical receiver, configured to decide an input signal before decision to generate a signal after decision; and

a distorter coefficient updating apparatus at an optical receiver side, the distorter coefficient updating apparatus comprising a processor configured to:

perform non-linear re-distortion processing on the signal after decision according to a first distorter coefficient to generate a first reference signal; and

calculate a second distorter coefficient according to the first reference signal and the signal before decision, or according to the first reference signal, the signal after decision, and the signal before decision, and

wherein the second distorter coefficient is fed back to the processor as the first distorter coefficient of the processor in a next update, and the second distorter coefficient is fed back to the non-linear predistorter as a predistortion coefficient for the non-linear predistorter to perform a non-linear predistortion processing on the signal input to the non-linear predistorter,

wherein the first distorter coefficient adopted by the processor is a same coefficient as the predistortion coefficient adopted by the non-linear predistorter.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 7, 2022
From: ZHANG, KE; TAO, ZHENNING
To: FUJITSU LIMITED
Reel/Frame 060125/0108 →
Priority Claims (1)
CN 202110768985.2 · Jul 7, 2021 · national
Continuity (1)
Related Publication 20230010592A1 · Jan 12, 2023