Generalized frequency response function matrix for MIMO non-linear systems

被引:78
作者
Swain, AK [1 ]
Billings, SA
机构
[1] Reg Engn Coll, Dept Elect Engn, Rourkela, India
[2] Univ Sheffield, Dept Automat Control & Syst Engn, Sheffield S1 3JD, S Yorkshire, England
关键词
D O I
10.1080/00207170010030144
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recursive algorithms are derived to compute the generalized frequency response function matrix of multi-input multi-output (MIMO) non-linear systems as an analytical map from both non-linear differential equation models and NARX (Non-linear Auto Regressive Models with eXogenous inputs) models of the system. The algorithm is computationally compact and exposes the explicit relationship between the model parameters and the elements of the generalized frequency response function matrix and can thus provide important insights into the behaviour of non-linear systems.
引用
收藏
页码:829 / 844
页数:16
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