Joint transmitter and receiver map algorithm for enhancing filtering tolerance in a bandwidth-limited system
A system for optimizing signal quality in an optical communication system is provided including a transmitter for converting digital signals to optical signals, the transmitter including a transmitter digital signal processing chip including a pre-distortion logic and a transmitter look-up table (LUT). A receiver is operatively coupled to the transmitter for receiving and converting the optical signals from the transmitter to digital signals. The receiver includes a receiver digital signal processing chip including a correction logic and a receiver look-up table (LUT). The transmitter LUT is constructed by scaling the receiver LUT by a weight factor and is iteratively updated based on a weighted sum of the receiver LUT.
1. A system for optimizing signal quality in an optical communication system, comprising:
a transmitter for converting digital signals to optical signals comprising a transmitter digital signal processing chip including a pre-distortion logic and a transmitter look-up table (LUT); and
a receiver operatively coupled to the transmitter for receiving and converting the optical signals from the transmitter to digital signals, the receiver comprising a receiver digital signal processing chip including a correction logic and a receiver look-up table (LUT),
wherein the transmitter LUT is constructed by scaling the receiver LUT by a weight factor and is iteratively updated based on a weighted sum of the receiver LUT.
2. The system of claim 1 , wherein the pre-distortion logic applies maximum a posterior (MAP) based pre-distortion on the digital signals at the transmitter based on the updated transmitter LUT, until a threshold is met.
3. The system of claim 2 , wherein the threshold comprises a desired level of signal quality.
4. The system of claim 1 , wherein the correction logic applies a MAP based correction on the digital signals to further improve the signal quality.
5. The system of claim 1 , wherein the weight factor comprises a scaling factor for refining operation of the transmitter pre-distortion logic.
6. The system of claim 1 , wherein the transmitter digital signal processing chip is operatively coupled to transmitter front ends comprising at least a modulator, drivers, and a laser for providing light to be processed by the transmitter for providing optical signals to the receiver.
7. The system of claim 1 , wherein the receiver digital signal processing chip is operatively coupled to receiver front ends comprising at least an integrated coherent receiver and a laser.
8. The system of claim 1 , wherein the receiver LUT is operatively coupled to the transmitter to update the transmitter LUT.
9. A receiver for mitigating signal distortion in an optical communication system comprising:
receiver front ends for receiving an optical signal;
a receiver digital signal processing chip (DSP) operatively connected to the receiver front ends, the receiver DSP including a correction logic and a receiver look-up table (LUT),
wherein the correction logic compares received optical signals with the transmitted optical signals to determine and apply a maximum a posterior (MAP) based correction, and wherein the receiver LUT is scaled by a weight factor;
further comprising a transmitter operatively coupled to the receiver, the transmitter comprising a transmitter digital signal processing chip including a pre-distortion logic and a transmitter look-up table (LUT);
wherein a weighted sum of the receiver LUT is used to construct and iteratively update the transmitter LUT.
10. The receiver of claim 9 , wherein the pre-distortion logic applies MAP based pre-distortion on digital signals at the transmitter based on the updated transmitter LUT, until a threshold is met.
11. A method for optimizing signal quality in an optical communication system comprising the steps of:
applying maximum a posterior (MAP) based pre-distortion on digital signals at a transmitter, based on a transmitter look-up table (LUT);
processing and up-converting the digital signals to comprise optical signals;
processing the optical signals at a receiver to comprise digital signals;
applying MAP based correction to the digital signals at the receiver based on a receiver LUT, wherein the transmitter LUT is built up and updated based on the receiver LUT; wherein the step of applying MAP based pre-distortion is performed until a threshold is met.
12. The method of claim 11 , wherein the threshold comprises a desired level of signal quality.
13. The method of claim 11 , wherein the receiver LUT is provided by:
creating an initial receiver LUT from received signals passing through the transmitter without any applied pre-distortion;
comparing the received signals with the transmitted signals to determine a MAP based correction on a center symbol of a transmitted pattern; and
scaling the receiver LUT by a weight factor based on the MAP based correction.
14. The method of claim 13 , wherein the weight factor comprises a scaling factor for refining operation of the transmitter MAP based pre-distortion.
15. The method of claim 11 , wherein the receiver LUT is operatively coupled to the transmitter to iteratively update the transmitter LUT.
16. The method of claim 11 , wherein the step of processing the digital signals includes performing pulse shaping and pre-equalization.
17. The method of claim 11 , wherein the step of processing the optical signals comprises down converting the optical signals into baseband signals.