Title :
Iterative linearization methods suited for digital pre-distortion of power amplifiers
Author :
Aschbacher, Ernst ; Steinmair, Mathias ; Rupp, Markus
Author_Institution :
Inst. of Commun. & Radio-Frequency Eng., Univ. of Technol. Vienna, Austria
Abstract :
This paper deals with iterative linearization of a nonlinear dynamical system. The methods proposed are suited for digital pre-distortion of power amplifiers working close to saturation, as it is common for efficiency reasons. Two methods (a well known successive approximation method based on a fixed-point formulation and a Newton method) are compared with respect to convergence speed, robustness against model uncertainties, and complexity. The presented methods are used to linearize a Volterra model of a measured power amplifier.
Keywords :
Newton method; approximation theory; distortion; linearisation techniques; nonlinear dynamical systems; power amplifiers; signal processing; Newton method; Volterra model; digital predistortion; iterative linearization methods; nonlinear dynamical system; power amplifiers; successive approximation method; Approximation methods; Broadband amplifiers; Equations; Iterative methods; Newton method; Nonlinear systems; Power amplifiers; Power system modeling; Radiofrequency amplifiers; Table lookup;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN :
0-7803-8622-1
DOI :
10.1109/ACSSC.2004.1399557