Resource efficient adaptive digital pre-distortion system
View Patent ↗A digital pre-distortion system which can provide the flexibility to model the highly non-linear distortion associated with High Efficiency RF Power Amplifiers while through a novel implementation of a least squares estimation process allows an implementation well suited for an FPGA application where limited resources and in particular memory resources are available.
1. A method comprising:
using a processor to generate a distortion adjustment model merit of accuracy by determining a difference between a signal input to the model and a signal output from the model, wherein the distortion adjustment model is used by a pre-distortion facility for distortion adjusting a radio frequency signal;
optimizing a portion of the model based on the merit of accuracy; and
using the processor to calculate a merit of accuracy of a candidate distortion adjustment model and updating the distortion adjustment model based on a comparison of the merit of accuracy of the candidate distortion adjustment model with the merit of accuracy of the distortion adjustment model.
2. The method of claim 1 , wherein optimizing includes updating a portion of at least one lookup table.
3. The method of claim 1 , wherein updating occurs if the comparison indicates improved pre-distortion facility accuracy if the update occurs.
4. The method of claim 1 , wherein the distortion adjustment model is embodied in the pre-distortion adjustment facility and the signal output from the model is a signal that is output from the pre-distortion facility.
5. The method of claim 1 , wherein optimizing a portion of the model includes adjusting a radio frequency feedback path gain setting.
6. A system, comprising: a merit of accuracy representing a difference between a signal input to and a signal output from a distortion adjustment model;
a candidate merit of accuracy representing a difference between a signal input to and a signal output from a candidate distortion adjustment model; and
a pre-distortion facility for applying one of the distortion adjustment model and the candidate distortion adjustment model to distortion adjust a radio frequency signal based on a comparison of the merit of accuracy with the candidate merit of accuracy.
7. The system of claim 6 , wherein the pre-distortion facility applies a portion of one of the distortion adjustment model and the candidate distortion adjustment model through look-up tables.
8. The system of claim 6 , wherein applying the candidate distortion adjustment model occurs if the comparison indicates improved pre-distortion facility accuracy by applying the candidate distortion adjustment model.
9. The system of claim 6 , wherein the signal output from the distortion adjustment model is a signal that is output from the pre-distortion facility in which the distortion adjustment model is embodied.
10. The method of claim 1 , wherein the merit of accuracy represents an impact of a radio frequency feedback path gain setting on the signal output from the distortion adjustment model.
11. A method, comprising:
using a processor to compute a current merit of accuracy of a pre-distortion facility for distortion adjusting a radio frequency signal;
applying a portion of a candidate distortion adjustment model to the pre-distortion facility;
using a processor to compute a candidate merit of accuracy of the pre-distortion facility that represents the applied portion of the candidate distortion adjustment model; and updating the pre-distortion facility based on a comparison of the current merit of accuracy with the candidate merit of accuracy.
12. The method of claim 11 , wherein updating the pre-distortion facility includes updating a portion of at least one lookup table.
13. The method of claim 11 , wherein updating occurs if the comparison indicates improved pre-distortion facility accuracy if the update occurs.
14. The method of claim 11 , wherein updating includes adjusting a radio frequency feedback path gain setting of the pre-distortion facility.
15. The method of claim 11 , wherein applying a portion of a candidate distortion adjustment model includes updating a portion of at least one lookup table.