引用本文:王秀峰,李 波.利用移位勒让德多项式对时变双线性系统的辨识[J].控制理论与应用,1992,9(5):537~544.[点击复制]
WANG Xiufeng and LI Bo.Parameter Identification of the Time-Varying Bilinear System via Shifted Legendre Polynomials[J].Control Theory and Technology,1992,9(5):537~544.[点击复制]
利用移位勒让德多项式对时变双线性系统的辨识
Parameter Identification of the Time-Varying Bilinear System via Shifted Legendre Polynomials
摘要点击 1663  全文点击 473  投稿时间:1991-02-01  修订日期:1991-09-20
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DOI编号  
  1992,9(5):537-544
中文关键词  系统辨识  双线性系统  勒让德多项式
英文关键词  system identitication  bilinear system  Legendre polynomial
基金项目  
作者单位
王秀峰,李 波 南开大学计算机与系统科学系 
中文摘要
      本文提出了利用移位勒让德(Shifted Legendre)多项式辨识时双线性系统的一个方法。首先,利用移位勒让德多项式展开和积分运算矩阵,把微分方程化为便于计算机计算的矩阵代数方程形式;然后解代数方程从而得到双线性系统未知时变参数的估计;最后给出了仿真例子。本文的方法不仅简化了计算,而且给出了相当精确的辨识结果。
英文摘要
      A method of parameter identification of the time-varying bilinear system via shifted Legendre polynomials is presented. First, using the expansion of shifted Legendre polynomials and the operational matrix of integration, we transform the differential equations to a computationally convenient matrix-algebraic form; Then, this matrix algebraic equation is solved to determine the time-varying parameters of bilinear systems; Finally the simulated example is given and shows that identification results using the method in this paper are accurate enough.