Determining Memory Polynomial Model Parameters from Those of Complex p-th Order Inverse for Designing Predistorter

Author(s):  
Michiharu NAKAMURA ◽  
Eisuke FUKUDA ◽  
Yoshimasa DAIDO ◽  
Keiichi MIZUTANI ◽  
Takeshi MATSUMURA ◽  
...  
2017 ◽  
Vol 9 (8) ◽  
pp. 1619-1627 ◽  
Author(s):  
Shoaib Amin ◽  
Per N. Landin ◽  
Peter Händel ◽  
Daniel Rönnow

The paper presents a two-dimensional (2D) extended envelope memory polynomial model for concurrent dual-band radio frequency (RF) power amplifiers (PAs). The model is derived based on the physical knowledge of a dual-band RF PA. The derived model contains cross-modulation terms not included in previously published models; these terms are found to be of importance for both behavioral modeling and digital predistortion (DPD). The performance of the derived model is evaluated both as the behavioral model and DPD, and the performance is compared with state-of-the-art 2D-DPD and dual-band generalized memory polynomial (DB-GMP) models. Experimental result shows that the proposed model resulted in normalized mean square error of −51.7/−51.6 dB and adjacent channel error power ratio of −63.1/−63.4 dB, for channel 1/2, whereas the 2D-DPD resulted in the largest model error and DB-GMP resulted in model parameters that are three times more than those resulted with the proposed model with the same performance. As pre-distorter, the proposed model resulted in adjacent channel power ratio of −55.8/−54.6 dB for channel 1/2 and is 7–10 dB lower than those resulted with the 2D-DPD model and 2–4 dB lower compared with the DB-GMP model.


2014 ◽  
Vol 687-691 ◽  
pp. 4060-4063
Author(s):  
Lu Sun ◽  
Long Long Xue ◽  
Jia Li Wang ◽  
Chun Yang Zhou

Memory effect of power amplifier (PA) due to broadband signals which adopt new modulation technique is becoming obvious, and worsening the linearity of PA. Behavioral modeling for RF (Radio Frequency) power amplifier is indispensable to design digital pre-distortion system by which we can promote the efficiency of PA. According to the simulation data in the software of ADS (Advanced Design System), behavioral models of MRF21085 amplifier can be established by MATLAB. Comparison of memory polynomial model and ADS simulation of MRF21085 amplifier demonstrate memory polynomial model can represent the electric characteristic of it exactly.


2014 ◽  
Vol 47 ◽  
pp. 97-102 ◽  
Author(s):  
Gang Sun ◽  
Cuiping Yu ◽  
Yuanan Liu ◽  
Shulan Li ◽  
Jiuchao Li

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