Title :
Design and implementation of digital predistorter with orthonormal polynomials
Author :
Saijie Yao ; Hao Huang ; Hua Qian
Author_Institution :
Shanghai Res. Center for Wireless Commun. Key Lab. of Wireless Sensor Network & Commun., Grad. Univ. of Chinese Acad. of Sci., Shanghai, China
Abstract :
In many predistorter designs, polynomial model was used to describe the nonlinearity of power amplifiers (PAs). However, numerical instability can occur during model coefficients estimation. Orthogonal polynomial models presented in [1] [2] can help to alleviate the numerical instability problem in fixed-point implementation. In this paper, we propose a new orthonormal polynomial model to further improve the numerical stability of the polynomial model. Both simulation and experiment results show that the orthonormal polynomial model can achieve more spectrum regrowth suppression than the conventional polynomial model as well as the orthogonal polynomial model with the same finite word length.
Keywords :
polynomials; power amplifiers; digital predistorter; finite word length; fixed-point implementation; model coefficient estimation; numerical instability; orthonormal polynomial; power amplifier nonlinearity; spectrum regrowth suppression; Adaptation models; Data models; Estimation; Mathematical model; Numerical models; Polynomials; Quantization (signal);
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2013 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-5938-2
Electronic_ISBN :
1525-3511
DOI :
10.1109/WCNC.2013.6555199