2021
DOI: 10.1016/j.aml.2021.107525
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Reproducing kernel functions based univariate spline interpolation

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Cited by 29 publications
(10 citation statements)
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“…The proposed algorithm also has a deal with multivariate system identification by replacing lags inputs in NARX to variables of multivariate system. The proposed methods in this article can combined other estimation algorithms [50][51][52][53][54] to study the parameter identification issues of linear and nonlinear systems [55][56][57][58][59] and can be applied to other fields [60][61][62][63][64][65][66] such as information processing and engineering application systems [67][68][69][70][71][72][73][74][75][76][77][78] and process control systems.…”
Section: Discussionmentioning
confidence: 99%
“…The proposed algorithm also has a deal with multivariate system identification by replacing lags inputs in NARX to variables of multivariate system. The proposed methods in this article can combined other estimation algorithms [50][51][52][53][54] to study the parameter identification issues of linear and nonlinear systems [55][56][57][58][59] and can be applied to other fields [60][61][62][63][64][65][66] such as information processing and engineering application systems [67][68][69][70][71][72][73][74][75][76][77][78] and process control systems.…”
Section: Discussionmentioning
confidence: 99%
“…The proof can be referred to the work in References 19 and 71 and that is omitted here. The proposed approaches in the article can combine other mathematical tools [72][73][74][75] and statistical strategies [76][77][78][79][80][81] to investigate the identification methods of nonlinear systems with different structures and disturbance noises and can be applied to literatures [82][83][84][85][86][87][88][89][90][91] such as engineering application systems.…”
Section: The Convergence Analysis For the O-rls And O-sg Algorithmsmentioning
confidence: 99%
“…The methods proposed in this article can combine some statistical tools and optimal strategies [84][85][86][87][88][89][90] to study the parameter estimation algorithms of linear and nonlinear systems [91][92][93][94][95][96][97] and can be applied to other fields [98][99][100][101][102][103][104] such as engineering systems. Then, the AM-MI-RGLS algorithm in ( 20)-( 28) for the input nonlinear OEAR system with piecewise-linear nonlinearity consists of the following steps.…”
Section: The Am-mi-rgls Algorithmmentioning
confidence: 99%