SUBSPACE SYSTEM IDENTIFICATION

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POSHTAN J.; MOJALALI H.

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Journal Paper

Paper Information

Journal: IRANIAN JOURNAL OF ELECTRICAL AND ELECTRONIC ENGINEERING Year:2005 | Volume:1 | Issue:1 Page(s): 11-17

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Information Journal Paper

Title

SUBSPACE SYSTEM IDENTIFICATION

Author(s)

POSHTAN J. | MOJALALI H. | Issue Writer Certificate

Keywords

SUBSPACE METHODS

SYSTEM IDENTIFICATION

STATE-SPACE METHODS

MULTIVARIABLE SYSTEMS

LINEAR ALGEBRA

Abstract

We give a general overview of the state-of-the-art in subspace system identification methods. We have restricted ourselves to the most important ideas and developments since the methods appeared in the late eighties. First, the basis of linear subspace identification are summarized. Different algorithms one finds in literature (Such as N4SID, MOESP, CVA) are discussed and put into a unifying framework. Further, a comparison between subspace identification and prediction error methods is made on the basis of computational complexity and precision of methods by applying them to a glass tube manufacturing process.

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APA: Copy

POSHTAN, J., & MOJALALI, H.. (2005). SUBSPACE SYSTEM IDENTIFICATION. IRANIAN JOURNAL OF ELECTRICAL AND ELECTRONIC ENGINEERING, 1(1), 11-17. SID. https://sid.ir/paper/299728/en

Vancouver: Copy

POSHTAN J., MOJALALI H.. SUBSPACE SYSTEM IDENTIFICATION. IRANIAN JOURNAL OF ELECTRICAL AND ELECTRONIC ENGINEERING[Internet]. 2005;1(1):11-17. Available from: https://sid.ir/paper/299728/en

IEEE: Copy

J. POSHTAN, and H. MOJALALI, “SUBSPACE SYSTEM IDENTIFICATION,” IRANIAN JOURNAL OF ELECTRICAL AND ELECTRONIC ENGINEERING, vol. 1, no. 1, pp. 11–17, 2005, [Online]. Available: https://sid.ir/paper/299728/en

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