Method of equalizing waveform distortion, terminal device, and optical communication system
An optical communication system includes a first terminal device configured to receive first data, wherein the first terminal device is configured to generate an optical waveform based on the received first data. The optical system further includes an optical communication path configured to receive the optical waveform from the first terminal device. The optical system further includes a second terminal device configured to receive the optical waveform from the optical communication path, wherein the second terminal device is configured to output second data based on the optical waveform. At least one of the first terminal device or the second terminal device includes a nonlinear waveform distortion compensation device. The nonlinear waveform compensation device is configured to correct nonlinear waveform distortion resulting from the optical waveform propagating along the optical communication path, and the nonlinear waveform compensation device includes at least one recursive intermediate layer.
1. An optical communication system, comprising:
a first terminal device configured to receive first data, wherein the first terminal device is configured to generate an optical waveform based on the received first data;
an optical communication path configured to receive the optical waveform from the first terminal device; and
a second terminal device configured to receive the optical waveform from the optical communication path, wherein the second terminal device is configured to output second data based on the optical waveform,
wherein at least one of the first terminal device or the second terminal device comprises:
a nonlinear waveform distortion compensation device, wherein the nonlinear waveform compensation device is configured to correct nonlinear waveform distortion resulting from the optical waveform propagating along the optical communication path, and the nonlinear waveform compensation device comprises at least one recursive intermediate layer, and
wherein the at least one recursive intermediate layer is configured to receive an output value of the at least one recursive intermediate layer without change.
2. The optical communication system according to claim 1 , wherein the nonlinear waveform distortion compensation device comprises a single recursive intermediate layer.
3. The optical communication system according to claim 1 , wherein the nonlinear waveform distortion compensation device is configured to determine a representative value based on the output value of the at least one recursive intermediate layer.
4. The optical communication system according to claim 3 , wherein the at least one recursive intermediate layer is configured to determine a subsequent output of the at least one recursive intermediate layer based on the representative value.
5. The optical communication system according to claim 3 , wherein the nonlinear waveform distortion compensation unit further comprises an output layer, the output layer is configured to receive the output value, and the output layer is configured to determine an output of the nonlinear waveform distortion compensation unit based on the output value and the representative value.
6. The optical communication system according to claim 3 , wherein the nonlinear waveform distortion compensation unit further comprises an input layer, and the at least one recursive intermediate layer is configured to receive an output of the input layer.
7. The optical communication system according to claim 1 , wherein the second terminal device comprises the nonlinear waveform distortion compensation unit.
8. The optical communication system according to claim 1 , wherein the first terminal device comprises a nonlinear waveform pre-distortion device configured to predict nonlinear waveform distortion.
9. An optical communication method, the method comprising:
receiving, using a first terminal device, first data;
generating an optical waveform based on the first data;
transmitting the optical waveform along an optical communication path;
receiving the transmitted optical waveform, using a second terminal device, from the optical communication path;
outputting second data from the second terminal device based on the optical waveform received by the second terminal device; and
performing nonlinear waveform distortion compensation, using at least one of the first terminal device or the second terminal device, to correct nonlinear waveform distortion resulting from the optical waveform propagating along the optical communication path, and performing the nonlinear waveform compensation comprises using at least one recursive intermediate layer, and
wherein the at least one recursive intermediate layer is configured to receive an output value of the at least one recursive intermediate layer without change.
10. The optical communication method according to claim 9 , wherein performing the nonlinear waveform distortion compensation comprises using a single recursive intermediate layer.
11. The optical communication method according to claim 9 , wherein performing the nonlinear waveform distortion compensation comprises determining a representative value based on the output value of the at least one recursive intermediate layer.
12. The optical communication method according to claim 11 , wherein performing the nonlinear waveform distortion compensation further comprises:
determining a subsequent output of the at least one recursive intermediate layer based on the representative value.
13. The optical communication method according to claim 11 , wherein performing the nonlinear waveform distortion compensation further comprises:
receiving the output value using an output layer; and
outputting a nonlinear waveform distortion compensated value from the output layer based on the output value and the representative value.
14. The optical communication method according to claim 11 , wherein performing the nonlinear waveform distortion compensation further comprises providing an output from an input layer to the at least one recursive intermediate layer.
15. The optical communication method according to claim 9 , wherein performing the nonlinear waveform distortion compensation comprises using the first terminal device.
16. The optical communication method according to claim 9 , wherein performing the nonlinear waveform distortion compensation comprises using the second terminal device.
17. A terminal device for an optical communication system, comprising:
a nonlinear waveform distortion compensation device, wherein the nonlinear waveform compensation device is configured to correct nonlinear waveform distortion resulting from an optical waveform propagating along an optical communication path, and the nonlinear waveform compensation device comprises:
an input layer configured to receive information related to the optical waveform, wherein the input layer is configured to generate a first output;
at least one recursive intermediate layer configured to receive the first output as a first input, wherein the at least one recursive intermediate layer is configured to generate a second output, and the at least one recursive intermediate layer is configured to receive the second output without change as a second input; and
an output layer configured to receive the second output, wherein the output layer is configured to generate a third output based on the second output and a representative value, wherein the representative value is based on the second output.
18. The terminal device according to claim 17 , wherein the nonlinear waveform distortion compensation device comprises a single recursive intermediate layer.
19. The terminal device according to claim 17 , wherein the terminal device is configured to receive the optical waveform from the optical communication path.
20. The terminal device according to claim 17 , wherein the terminal device is a transceiver configured to transmit the optical waveform to the optical communication path.