DocumentCode
1842914
Title
PA linearization using multi-stage look-up-table predistorter with optimal linear weighted delay
Author
Yang Zhao ; Zhang Qin ; Xia Gaofeng ; Liu Jiong
Author_Institution
Sch. of Inf. & Electron., Beijing Inst. of Technol., Beijing, China
Volume
1
fYear
2012
fDate
21-25 Oct. 2012
Firstpage
47
Lastpage
51
Abstract
A digital predistortion linearization algorithm using multi-stage look-up-table (LUT) predistorter with optimal linear weighted delay is proposed for memory power amplifiers (PA). In order to find the optimal linear delay weight under the constraint of fewer stages of LUTs which is imposed by the limited hardware resources, minimum normalized mean-square error (MNMSE) is chosen as the criterion. The new algorithm adopts the reference model indirect learning architecture, and updates its LUTs using LMS algorithm without training sequences. The multi-stage LUT predistorter has the simple structure of finite-impulse-response filter, which involves less computational complexity and is easy for hardware implementation. By evaluating optimal linear delay weight, the new algorithm achieves better linearization results. Excellent performance of the new algorithm is validated by results from hardware tests.
Keywords
FIR filters; least mean squares methods; power amplifiers; table lookup; LMS algorithm; MNMSE; PA linearization; digital predistortion linearization algorithm; finite-impulse-response filter; limited hardware resources; memory power amplifiers; minimum normalized mean-square error; multistage LUT predistorter; multistage look-up-table predistorter; optimal linear weighted delay; reference model indirect learning architecture; digital predistortion; look-up-table; memory effect; power amplifier linearization; weighted delay;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location
Beijing
ISSN
2164-5221
Print_ISBN
978-1-4673-2196-9
Type
conf
DOI
10.1109/ICoSP.2012.6491529
Filename
6491529
Link To Document