首页    期刊浏览 2025年05月24日 星期六
登录注册

文章基本信息

  • 标题:Experiment design for improved frequency domain subspace system identification of continuous-time systems
  • 本地全文:下载
  • 作者:Majid Khorsand Vakilzadeh ; Vahid Yaghoubi ; Tomas McKelvey
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2015
  • 卷号:48
  • 期号:28
  • 页码:886-891
  • DOI:10.1016/j.ifacol.2015.12.242
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractA widely used approach for identification of linear, time-invariant, MIMO (multi-input/multi output) systems from continuous-time frequency response data is to solve it in discrete-time domain using subspace based identification algorithm incorporated with a bilinear transformation. However, the bilinear transformation maps the distribution of the frequency lines from continuous-time domain to discrete-time domain in a non-linear fashion which may make identification algorithm to be ill-conditioned. In this paper we propose a solution to get around this problem by designing a dedicated frequency sampling strategy. Promising results are obtained when the algorithm is applied to synthetic data from a 6DOF mass-spring model.
  • 关键词:KeywordsSystem identificationSubspace methodsFrequency responsesFrequency sampling strategyBias reduction
国家哲学社会科学文献中心版权所有