Adaptive Simulator of Power Amplifier Nonlinearity Based on Piecewise Polynomial

被引:1
|
作者
Zheng, Zhe [1 ]
Song, Li [1 ]
Zhou, Yang [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
关键词
power amplifier; nonlinearity simulation; look-up table; memory polynomial; piecewise fitting;
D O I
10.1109/ICCECT.2012.111
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the wireless communication system, power amplifier nonlinearity has bad effects on transmitting signals and changes channel characteristics. In order to exactly estimate communication system performance, a channel simulator needs to simulate power amplifier nonlinearity. This paper proposes a novel adaptive simulator based on piecewise polynomial. Learning from the digital predistortion technique of power amplifier, the proposed method uses adaptive study structure. It adds a nonlinear preprocessing module before the radio power amplifier of channel simulator, and uses adaptive algorithm to make their cascading characteristics gradually approach to the simulated power amplifier nonlinearity. In order to solve the disadvantages in traditional polynomial and look-up table techniques, the proposed method uses multiple lower-odd-order polynomials to piecewise fit nonlinearity for improving simulation precision. And the look-up table is used to store polynomial coefficients for reducing the computational load. The simulation results indicate that the proposed method provides high simulation precision and fast convergence speed.
引用
收藏
页码:685 / 688
页数:4
相关论文
共 50 条
  • [21] An adaptive power amplifier lineariser based on a multilayer perceptron
    Naskas, N
    Papananos, Y
    57TH IEEE VEHICULAR TECHNOLOGY CONFERENCE, VTC 2003-SPRING, VOLS 1-4, PROCEEDINGS, 2003, : 1331 - 1334
  • [22] Nonlinearity Modeling of a Chireix Outphasing Power Amplifier
    Hwang, Taesong
    Azadet, Kamran
    Wilson, Ross S.
    Lin, Jenshan
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2015, 62 (12) : 2898 - 2907
  • [23] Piecewise linear-in-dB variable gain amplifier to enhance integral nonlinearity
    Kim, YooSung
    Nam, Jeong-Kwon
    Kim, Daejeong
    IEICE ELECTRONICS EXPRESS, 2009, 6 (12): : 857 - 863
  • [24] Optimal Segmentation for Piecewise RF Power Amplifier Models
    Magesacher, Thomas
    Singerl, Peter
    Mataln, Martin
    IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS, 2016, 26 (11) : 912 - 914
  • [26] Adaptive methods for piecewise polynomial collocation for ordinary differential equations
    Wright, K.
    BIT NUMERICAL MATHEMATICS, 2007, 47 (01) : 197 - 212
  • [27] Simplified Memory Polynomial Modelling of Power Amplifier
    Sappal, Amandeep Singh
    2015 INTERNATIONAL CONFERENCE AND WORKSHOP ON COMPUTING AND COMMUNICATION (IEMCON), 2015,
  • [28] ADAPTIVE SMOOTHING OF SIGNALS ON THE BASIS OF PIECEWISE-POLYNOMIAL APPROXIMATION
    GRITSYK, VV
    PALENICHKA, RM
    AVTOMATIKA, 1989, (02): : 43 - 50
  • [29] Adaptive methods for piecewise polynomial collocation for ordinary differential equations
    K. Wright
    BIT Numerical Mathematics, 2007, 47 : 197 - 212
  • [30] An Automated Baseline Correction Method for Raman Spectra Based on Piecewise Polynomial Fitting With Adaptive Window
    Ma, Jie
    Zuo, Meiyu
    Wu, Biwei
    Wang, Weibo
    JOURNAL OF RAMAN SPECTROSCOPY, 2025,