引用本文:张俊芝 ,熊淑燕.一种辨识多变量系统结构和参数地递推算法*[J].控制理论与应用,1990,7(2):78~82.[点击复制]
Zhang Junzhi, Xiong Shuyan.A Recursive Algorithm for the Identification of Structure and Parameter of Multivariable Systems[J].Control Theory and Technology,1990,7(2):78~82.[点击复制]
一种辨识多变量系统结构和参数地递推算法*
A Recursive Algorithm for the Identification of Structure and Parameter of Multivariable Systems
摘要点击 1013  全文点击 448  投稿时间:1988-11-03  修订日期:1989-11-11
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DOI编号  
  1990,7(2):78-82
中文关键词  多变量系统  结构辨识  递推算法  分解  正定  奇异性
英文关键词  multivariable system  structure identification  recursive algorithm  disintegration  positively  singularity
基金项目  
作者单位
张俊芝 ,熊淑燕 太原工业大学电机系 
中文摘要
      本文基于Guidorzi方法,提出一种辨识多变量系统结构和参数递推算法。本算法通过对矩阵进行分解,根据分解过程中某参数的变化情况,判断矩阵的奇异性,从而辨识出系统的结构和餐胡,使得原本对矩阵求逆及求行列式的运算变为简单的代数运算,大大减少了便是过程中的计算量。数值实例表明了这种算法的有效性。
英文摘要
      In this paper, a recursive identification algorithm for determining structural indices and parameters of multivariable system is presented on the basis of Guidorizi’s method. This algorithm is based on matrix decomposition by which the singularity of matrix is determined according to the variation of a certain parameter is decomposition, therefore the structure indices and parameters of system are estimated. In the whole algorithm it is necessary neither to evaluate the value of determinant nor to inverse the matrix, requiring only simple algebra operations. So, the amount of calculation is identification is greatly reduced. The validity of proposed algorithm has been proved by the results of digital simulation.