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非线性系统的多模态ARMAX模型及其参数辨识 被引量:1

The Multiple Mode ARMAX Model for Nonlinear System and Its Parameter Identification
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摘要 本文利用非线性系统多个工作点上的线性化模型,建立了一类参数内插型多模态ARMAX模型.与传统的线性化模型相比较,在更大的范围内有较高的精度.本文并给出了如何辨识多模态模型参数的方法.仿真例子表明了多模态模型及其参数辨识算法的有效性.关键词: A multiple mode ARMAX model with its parameters inteoplated is developed by using linearized models at several operating points of the nonlinear system. Such a model is more accutate in a larger working extent than the traditional linearized model. The idchtification problem of a MM ARMAX model is also studied.Simulation results have demonstrated the effectiveness of the MM model and the parmeter identification algorithm of AM ARMAX model.
出处 《控制理论与应用》 EI CAS CSCD 北大核心 1995年第1期40-45,共6页 Control Theory & Applications
关键词 非线性系统 多模态模型 ARMAX模型 参数辨识 nonlinear system parameter identification multiple mode model
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参考文献3

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  • 3倪国熙,常用的矩阵理论和方法,1984年

同被引文献12

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