Iterative Closed-Loop Identification of MIMO Systems Using ARX-Based Leaky Least Mean Square Algorithm

被引：0

作者：

Rahim, Mohamed. A. ^{[1
]}

Ramasamy, M. ^{[1
]}

Tufa, Lemma D. ^{[1
]}

Faisal, Abdelraheem ^{[1
]}

机构：

[1] Univ Teknol PETRONAS, Dept Chem Engn, Bandar Seri Iskandar 31750, Perak, Malaysia

来源：

2014 IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM COMPUTING AND ENGINEERING | 2014年

关键词：

Closed-loop Identification; Leaky Least Mean Square; ARX; Recursive Algorithm; MULTIVARIABLE SYSTEMS; LMS; NOISE;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Closed-loop identification of MIMO systems is considered. An iterative Leaky Least Mean Squares (LLMS) algorithm is proposed for the development of ARX structure. The performance of the proposed algorithm with respect to the existing recursive algorithms is investigated in a simulation study. The simulation results show that the proposed algorithm can produce more accurate parameter estimates than the conventional recursive algorithms.

引用

页码：611 / 616

页数：6

共 27 条

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