Iterative and recursive subspace algorithms for identification of Hammerstein model with SH nonlinearity

被引：0

作者：

Aissaoui, Borhen ^{[1
]}

Soltani, Moez ^{[1
]}

Chaari, Abdelkader ^{[2
]}

机构：

[1] LISIER, Tunis, Tunisia

[2] Univ Tunis, Natl Higher Engn Sch Tunis ENSIT, 5 Ave Taha Husein,BP 56, Tunis 1008, Tunisia

来源：

2017 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND DIAGNOSIS (ICCAD) | 2017年

关键词：

identification; iterative; recursive; subspace method; Hammerstein model; SH nonlinearity; SYSTEMS;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper proposes a new method to estimate the parameters of both blocks, linear and nonlinear using an iterative and recursive subspace approaches. More importantly, in an attempt to show the extent to which this method is efficient, the numerical example confirms a good conditioning and computational efficiency.

引用

页码：355 / 360

页数：6

共 50 条

[1] Subspace Identification of Hammerstein Model with Unified Discontinuous Nonlinearity
Aissaoui, Borhen
Soltani, Moez
Chaari, Abdelkader
MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
[2] Recursive Subspace Identification Method for Hammerstein Systems
Chen Xi
Fang Haitao
PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 6197 - 6202
[3] Wiener-Hammerstein model identification-recursive algorithms
Emara-Shabaik, HE
Ahmed, MS
Al-Ajmi, KH
JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2002, 45 (02) : 606 - 613
[4] Parameter identification of fractional order Hammerstein model with two-stage piecewise nonlinearity based on iterative algorithms
Rui, Jiali
Li, Junhong
Chu, Yunkun
Lu, Guoping
MEASUREMENT, 2022, 203
[5] Recursive Identification of Wiener-Hammerstein Systems with Nonparametric Nonlinearity
Hu, Xiao-Li
Jiang, Yue-Ping
EAST ASIAN JOURNAL ON APPLIED MATHEMATICS, 2013, 3 (04) : 311 - 332
[6] Pathwise convergence of recursive identification algorithms for Hammerstein systems
Chen, HF
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (10) : 1641 - 1649
[7] Recursive identification of Hammerstein systems with dead-zone input nonlinearity
Dong, Shijian
Yu, Li
Zhang, Wen-An
Yang, Xusheng
PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 4050 - 4055
[8] Subspace-based identification algorithms for Hammerstein and Wiener models
Gómez, JC
Baeyens, E
EUROPEAN JOURNAL OF CONTROL, 2005, 11 (02) : 127 - 136
[9] Recursive Parsimonious Subspace Identification for Closed-Loop Hammerstein Nonlinear Systems
Hou, Jie
Chen, Fengwei
Li, Penghua
Sun, Lijie
Zhao, Fen
IEEE ACCESS, 2019, 7 : 173515 - 173523
[10] A SIMPLE SCHEME FOR SEMI-RECURSIVE IDENTIFICATION OF HAMMERSTEIN SYSTEM NONLINEARITY BY HAARWAVELETS
Sliwinski, Przemyslaw
Hasiewicz, Zygmunt
Wachel, Pawel
INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2013, 23 (03) : 507 - 520

← 1 2 3 4 5 →