Histogram based optimization for optical modulation
View Patent ↗The present invention is directed to communication systems and methods. In a specific embodiment, the present invention provides an optical receiver that receives a data stream from an optical transmitter. The optical receiver determines a histogram contour parameter using the data stream and inserts the histogram contour parameter into a back-channel data segment, which is then transmitted to the optical transmitter. The optical transmitter changes its data transmission setting based on the histogram contour parameter. There are other embodiments as well.
1. An optical transceiver apparatus comprising:
an optical receiver for converting incoming optical signals to incoming electrical signals;
a histogram generation module configured to analyze the incoming electrical signals and to generate a histogram characterizing the incoming electrical signals;
a forward error correction (FEC) module for encoding outgoing electrical signals;
a control module configured to process the incoming electrical signal and to generate a signal quality value based on the histogram, the signal quality value being calculated using a quadratic fit of the histogram, the signal quality value being associated with a first order coefficient of the quadratic fit, the control module being further configured to generate back-channel data based at least on the signal quality value, the control module further being configured to insert the back-channel data to an outgoing data stream; and
an optical transmitter for generating output optical signals based on the outgoing data stream.
2. The apparatus of claim 1 wherein the FEC module is configured to encapsulate the back-channel data and a portion of the outgoing data stream into an FEC frame.
3. The apparatus of claim 1 wherein the optical transmitter comprises a laser device.
4. The apparatus of claim 3 wherein the control module is configured to change one or more settings for the laser device based on received back-channel data embedded in the incoming electrical signals.
5. The apparatus of claim 4 wherein the one or more settings include a laser wavelength.
6. The apparatus of claim 1 wherein the optical transmitter comprises a modulator.
7. The apparatus of claim 6 wherein the control module is configured to change one or more settings for the modulator based on received back-channel data embedded in the incoming electrical signals.
8. The apparatus of claim 7 wherein the control module is configured to change base phase offset for the modulator, the heating power being associated with a bias phase offset.
9. The apparatus of claim 1 wherein the histogram is based on signal levels and hit counts of the incoming electrical signals.
10. The apparatus of claim 1 wherein the signal quality value comprises a histogram contour parameter.
11. An communication system, the system comprising:
an communication link;
a first transceiver comprising a first control module and a first transmitter;
a second transceiver comprising a second control and a second transmitter, the second transceiver being configured to send data to the first transceiver;
wherein:
the first transceiver is configured to process a first data stream received from the second transceiver and to detect a first back channel data;
if the first transceiver detects the first back channel data, the first transceiver is configured to determine a histogram contour parameter associated with the first data stream and insert the histogram contour parameter into a second back channel data, the second back channel data being embedded in a second data stream;
the second transceiver is configured to process the second data stream received from the first transceiver; and
the second transceiver is configured to detect the second back channel data and adjusts one or more operating parameters based on the histogram contour parameter the histogram contour parameter being associated with one or more quadratic fit coefficients.
12. The system of claim 11 wherein the first transceiver is configured to generate a histogram based on signal levels and hit counts of the first data stream.
13. The system of claim 11 wherein the second transceiver is configured to keep adjusting the one or more operating parameters until a first order quadratic fit coefficient reaches a predetermined threshold value near zero.
14. A method for optimizing optical communication, the method comprising:
transmitting a first data stream from a first optical transceiver to a second optical transceiver via an optical communication link;
detecting a first back-channel data segment at the first data stream by the second optical transceiver;
determining a histogram contour parameter associated with the first data stream by the second optical transceiver, the histogram contour parameter being based on a first order coefficient of a quadratic fit;
generating a second back-channel data by the second optical transceiver, the second back-channel data comprising the histogram contour parameter;
inserting the second back-channel data to a second data stream by the second optical transceiver;
transmitting the second data stream from the second optical transceiver to the first optical transceiver;
detecting the second back-channel data by the first optical transceiver;
determining a first set of adjustments by the first optical transceiver based on the first set of measurements; and
applying the first set of adjustments to an optical transmitter by the first optical transceiver.
15. The method of claim 14 wherein the first set of adjustments comprises a DAC controlled heating power.
16. The method of claim 14 wherein the first data stream is in PAM4 format.
17. The method of claim 16 wherein the histogram contour parameter is based on a PAM4 histogram of the first data stream.