Behavioral Modeling Accuracy for RF Power Amplifier with Memory Effects
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33093
Behavioral Modeling Accuracy for RF Power Amplifier with Memory Effects

Authors: Chokri Jebali, Noureddine Boulejfen, Ali Gharsallah, Fadhel M. Ghannouchi

Abstract:

In this paper, a system level behavioural model for RF power amplifier, which exhibits memory effects, and based on multibranch system is proposed. When higher order terms are included, the memory polynomial model (MPM) exhibits numerical instabilities. A set of memory orthogonal polynomial model (OMPM) is introduced to alleviate the numerical instability problem associated to MPM model. A data scaling and centring algorithm was applied to improve the power amplifier modeling accuracy. Simulation results prove that the numerical instability can be greatly reduced, as well as the model precision improved with nonlinear model.

Keywords: power amplifier, orthogonal model, polynomialmodel , memory effects.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1081231

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2276

References:


[1] J. S. Kenney, W. Woo, L. Ding, R. Raich, H. Ku, and G. T. Zhou, "The impact of memory effects on predistortion linearization of RF power amplifiers," in Proc. 8th Int. Microwave Opt. Technol. Symp., Montreal, QC, Canada, June 19-23, 2001, pp. 189-193.
[2] Kim and K. Konstantinou, "Digital predistortion of wideband signals based on power amplifier model with memory," IET Electron.Lett., vol. 37, no. 23, pp. 1417-1418, Nov. 2001.
[3] L. Ding, G. T. Zhou, D. R. Morgan, Z. Ma, J. S. Kenney, J. Kim, and C. R. Giardina, "A robust digital baseband predistorter constructed using memory polynomials," IEEE Trans. Commun., vol. 52, no. 1, pp. 159- 165, Jan. 2004.
[4] D. Morgan, Z. Ma, J. Kim, M. Zierdt, and J. Pastalan, "A generalized memory polynomial model for digital predistortion of RF power amplifiers," IEEE Trans. Signal Process., vol. 54, pp. 3852-3860, Oct. 2006.
[5] O. Hammi, F. M. Ghannouchi, and B. Vassilakis, "A compact envelopememory polynomial for RF transmitters modeling with application to baseband and RF-digital predistortion," IEEE Microw. Wireless Compon. Lett., vol. 18, no. 5, pp. 359-361, May 2008.
[6] R. N. Braithwaite, "Wide bandwidth adaptive digital predistortion of power amplifiers using reduced order memory correction,", in IEEE MTT-S Int. Microwave Symp. Dig., June 2008, pp. 1517-1520.
[7] A. Zhu, J. C. Pedro, and T. J. Brazil, "Dynamic deviation reduction based behavioral modeling of RF power amplifiers," IEEE Trans. Microw. Theory Tech., vol. 54, no. 12, pp. 4323-4332, Dec. 2006.
[8] A. Zhu, J. Pedro, and T. Cunha, "Pruning the Volterra series for behavioral modeling of power amplifiers using physical knowledge," IEEE Trans. Microw. Theory Tech., vol. 55, no. 5, pp. 813-821, May 2007
[9] A. Zhu, P. J. Draxler, J. J. Yan, T. J. Brazil, D. F. Kimball, and P. M. Asbeck, "Open-loop digital predistorter for RF power amplifiers using dynamic deviation reduction-based Volterra series," IEEE Trans. Microw. Theory Tech., vol. 56, no. 7, pp. 1524-1534, July 2008.
[10] Raich, R., Q. Hua, and G.T. Zhou, "Orthogonal polynomials for power amplifier modeling and predistorter design", Vehicular Technology, IEEE Transactions on, 2004, p. 1468-1479.
[11] Chokri, J., Noureddine, B., Ali, G., and Fadhel, G., "Performance Assessment of RF Power Amplifier Memory Polynomial Models under Different Signal Statistics", ICECS 2009, 13-16 Dec. Tunisia.
[12] Hammi, O., S. Boumaiza, and F.M. Ghannouchi, On the Robustness of Digital Predistortion Function Synthesis and Average Power Tracking for Highly Nonlinear Power Amplifiers. IEEE Transactions Microwave Theory and Techniques, on, 2007, p. 1382-1389.