首页    期刊浏览 2024年12月02日 星期一
登录注册

文章基本信息

  • 标题:An algorithm using genetic programming for the compensation of nonlinear distortion based on wiener system model
  • 本地全文:下载
  • 作者:Xie Changsong ; Xuhui Li
  • 期刊名称:Facta universitatis - series: Electronics and Energetics
  • 印刷版ISSN:0353-3670
  • 电子版ISSN:2217-5997
  • 出版年度:2004
  • 卷号:17
  • 期号:2
  • 页码:219-229
  • DOI:10.2298/FUEE0402219X
  • 出版社:University of Niš
  • 摘要:

    In this paper we presented an iteration algorithm using genetic programming (GP) to get the Wiener model of a nonlinear system and then to compensate the nonlinear distortion. The GP is used to identify the linear time-invariant (LTI) part and memory less nonlinear (MLNL) part of the Wiener model of the object system. By means of iteration, the identification precision will be improved gradually with the iteration steps. In order to compensate the non linearity a distortion compensation function (DCF) will be estimated also by means of GP. If the object system can be well described using Wiener model, this algorithm converges. The experiment results show that the compensation precision is fairly high.

  • 关键词:genetic programming; linear time-invariant system; memory less non linear system; Wiener model; distortion compensation
国家哲学社会科学文献中心版权所有