Method and apparatus for controlling pump powers of broadband raman amplifiers used in optical transmission systems
View Patent ↗A method and apparatus for controlling the pump powers of a broadband DWDM optical system using Raman amplification which determines pump settings that advantageously minimize the peak-to-peak ripple of the channel powers with respect to a given per-channel target. The illustrative method and apparatus first formulates a linear programming optimization problem, and then solves the formulated linear program in order to derive a new set of pump powers to be applied to the Raman amplification pumps. Illustratively, the linear program may be solved with use of any conventional linear programming solution technique, such as, for example, the simplex method.
1. A method for determining one or more Raman pump powers for use in an optical transmission system employing Raman amplification, the method comprising the steps of:
formulating a linear programming optimization problem and generating data representative thereof, wherein the linear programming optimization problem is directed to determining one or more new pump power setting values based at least on one or more previous pump power setting values; and
solving the linear programming optimization problem with use of the generated data to thereby determine the one or more new pump power setting values for subsequent use in setting said one or more Raman pump powers.
2. The method of claim 1 wherein the linear programming optimization problem is directed to determining the one or more new pump power setting values further based on
one or more channel power values corresponding to the one or more previous pump power setting values, and
one or more channel power target values corresponding to the one or more channel power values.
3. The method of claim 2 wherein the linear programming optimization problem is directed to determining the one or more new pump power setting values which substantially minimize a peak-to-peak ripple of the one or more channel power values with respect to the one or more channel power target values.
4. The method of claim 2 wherein the linear programming optimization problem is directed to determining one or more pump power change values representing differences between the one or more new pump power setting values and the one or more previous pump power setting values.
5. The method of claim 4 wherein the linear programming optimization problem is directed to determining the one or more pump power change values which substantially minimize a sum of:
(i) a peak-to-peak ripple of the one or more channel power values with respect to the one or more channel power target values, and
(ii) a function of said one or more pump power change values.
6. The method of claim 5 wherein said function of said one or more pump power change values comprises a maximum of said one or more pump power change values multiplied by a regularization parameter.
7. The method of claim 4 wherein the one or more channel power values have been determined with use of one or more optical channel monitors.
8. The method of claim 7 further comprising the step of comparing the one or more channel power values to one or more corresponding predicted channel power values, and wherein the one or more pump power change values are bounded by a trust-region radius having a value based on a difference between said one or more channel power values and said one or more corresponding predicted channel power values.
9. The method of claim 1 wherein the step of solving the linear programming optimization problem with use of the generated data comprises applying a simplex method-based technique for solving linear programming optimization problems to the generated data.
10. The method of claim 1 wherein the optical transmission system uses a wavelength-division-multiplexing technique.
11. An apparatus for determining one or more Raman pump powers for use in an optical transmission system employing Raman amplification, the apparatus comprising
a processor; and
a memory, wherein the memory comprises computer executable code which when executed will formulate a linear programming optimization problem and will generate data representative thereof, wherein the linear programming optimization problem is directed to determining one or more new pump power setting values based at least on one or more previous pump power setting values, the memory further comprising computer executable code which when executed will solve the linear programming optimization problem with use of the generated data to thereby determine the one or more new pump power setting values for subsequent use in setting said one or more Raman pump powers.
12. The apparatus of claim 11 wherein the linear programming optimization problem is directed to determining the one or more new pump power setting values further based on
one or more channel power values corresponding to the one or more previous pump power setting values, and
one or more channel power target values corresponding to the one or more channel power values.
13. The apparatus of claim 12 wherein the linear programming optimization problem is directed to determining the one or more new pump power setting values which substantially minimize a peak-to-peak ripple of the one or more channel power values with respect to the one or more channel power target values.
14. The apparatus of claim 12 wherein the linear programming optimization problem is directed to determining one or more pump power change values representing differences between the one or more new pump power setting values and the one or more previous pump power setting values.
15. The apparatus of claim 14 wherein the linear programming optimization problem is directed to determining the one or more pump power change values which substantially minimize a sum of:
(i) a peak-to-peak ripple of the one or more channel power values with respect to the one or more channel power target values, and
(ii) a function of said one or more pump power change values.
16. The apparatus of claim 15 wherein said function of said one or more pump power change values comprises a maximum of said one or more pump power change values multiplied by a regularization parameter.
17. The apparatus of claim 14 wherein the one or more channel power values have been determined with use of one or more optical channel monitors.
18. The apparatus of claim 17 wherein the memory further comprises computer executable code which when executed will compare the one or more channel power values to one or more corresponding predicted channel power values, and wherein the one or more pump power change values are bounded by a trust-region radius having a value based on a difference between said one or more channel power values and said one or more corresponding predicted channel power values.
19. The apparatus of claim 11 wherein solving the linear programming optimization problem with use of the generated data comprises applying a simplex method-based technique for solving linear programming optimization problems to the generated data.
20. The apparatus of claim 11 wherein the optical transmission system uses a wavelength-division-multiplexing technique.