Wang Hua-dong, He Song-bai, Bao Jing-fu. A Method of PA Behavioral Modeling Based on Cross-Correlation Sequence[J]. Journal of Electronics & Information Technology, 2009, 31(5): 1201-1204. doi: 10.3724/SP.J.1146.2008.00318
Citation:
Wang Hua-dong, He Song-bai, Bao Jing-fu. A Method of PA Behavioral Modeling Based on Cross-Correlation Sequence[J]. Journal of Electronics & Information Technology, 2009, 31(5): 1201-1204. doi: 10.3724/SP.J.1146.2008.00318
Wang Hua-dong, He Song-bai, Bao Jing-fu. A Method of PA Behavioral Modeling Based on Cross-Correlation Sequence[J]. Journal of Electronics & Information Technology, 2009, 31(5): 1201-1204. doi: 10.3724/SP.J.1146.2008.00318
Citation:
Wang Hua-dong, He Song-bai, Bao Jing-fu. A Method of PA Behavioral Modeling Based on Cross-Correlation Sequence[J]. Journal of Electronics & Information Technology, 2009, 31(5): 1201-1204. doi: 10.3724/SP.J.1146.2008.00318
In this paper, a time delay estimate algorithm based on analysis of cross-correlation sequence of model error and input signal is proposed, and a method to build behavioral model of power amplifiers dynamically depend on the new delay estimate algorithm is discussed. Using this method, a non-union delay Memory Polynomial(MP) model is built. Simulation results show the new algorithm can find main delays in output signal effectively and reduce the delay length of traditional MP model from 6 to 2 at the cost of 3 dB increase of models NMSE, which means the algorithm can achieve a good balance between model complexity and its precision.
Pedro J C and Maas S. A comparative overview of microwaveand wireless power-amplifier behavioral modeling approaches[J].IEEE Trans. on Microw. Theory Tech.2005, 53(3):1150-1163[2]Wood J and Root E. Fundamentals of Nonlinear BehavioralModeling for RF and Microwave Design. Norwood, MA:Artech House, 2005: 1-21.[3]Tsimbinos J and Lever V. Computational complexity ofVolterra based nonlinear compensators[J].Electron Lett.1996,32(9):852-854[4]Zhu A, Pedro J C, and Cunha T R. Pruning the Volterraseries for behavioral modeling of power amplifiers usingphysical knowledeg[J].IEEE Trans. on Microw. Theory Tech.2007, 55(5):813-821[5]Ahmed A, Endalkachew S M, and Kompa G. Power amplifierlinearization using memory polynomial predistortion withnon-uniform delay taps. IEEE MTT-S Int. Microwave Symp.Dig., Port Worth, Texas, USA, 2004: 1871-1874.[6]Wood J, LeFevre M, and Runton D, et al.. Envelope-domaintime series (ET) behavioral model of a doherty RF poweramplifier for system design[J].IEEE Trans. on Microw. TheoryTech.2006, 54(8):3163-3172[7]Gilahert P L, Silveira D D, and Montoro G, et al.. Heuristicalgorithms for power amplifier behavioral modeling[J].IEEEMicrow. on Wireless Compon. Lett.2007, 17(10):715-717[8]Ljung L and System Identification. Theory for the User.Prentice Hall PTR, 1998: 112-113.[9]Liu T, Boumaiza S, and Ghannouchi F. Augmentedhammerstein predistorter for linearization of broad-bandwireless transmitters[J].IEEE Trans. on Microw. Theory Tech.2006, 54(4):1340-1349