DocumentCode :
1912685
Title :
Adaptive nonlinearity predistortion schemes with application to OFDM system
Author :
Ding, Yuanming ; Sun, Lianming ; Sano, Akira
Author_Institution :
Graduate Sch. of Sci. & Technol., Keio Univ., Yokohama, Japan
Volume :
2
fYear :
2003
fDate :
23-25 June 2003
Firstpage :
1130
Abstract :
In this paper, an identification-based adaptive predistorter scheme is proposed to compensate nonlinearity of high power amplifier (HPA) in OFDM system. A Wiener model is adopted to describe the input-output relationship of HPA, where a linear dynamics is followed by a memoryless nonlinear static element approximated by using complex power series expression. In order to compensate the nonlinear distortions in the HPA, a predistorter is constructed as an inverse system of the HPA by using a Hammerstein model, and adaptive identification algorithm for the predistortion is developed in the time-domain, some results obtained by using least square (LS) algorithm in the frequency-domain are also shown. Numerical simulations validate the effectiveness of the proposed adaptive schemes.
Keywords :
OFDM modulation; adaptive control; frequency-domain analysis; least squares approximations; nonlinear control systems; nonlinear distortion; power amplifiers; power system identification; stochastic processes; time-domain analysis; HPA; Hammerstein model; OFDM system; Wiener model; adaptive identification algorithm; adaptive nonlinearity predistortion schemes; complex power series expression; frequency-domain; high power amplifier; input-output relationship; inverse system; least square algorithm; linear dynamics; memoryless nonlinear static element; orthogonal frequency division multiplexing; time-domain; High power amplifiers; Least squares approximation; Least squares methods; Nonlinear distortion; Nonlinear dynamical systems; Numerical simulation; OFDM; Power system modeling; Predistortion; Time domain analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on
Print_ISBN :
0-7803-7729-X
Type :
conf
DOI :
10.1109/CCA.2003.1223169
Filename :
1223169
Link To Document :
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