ADAPTIVE PARAMETER ESTIMATION OF 2-D SYSTEMS

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MADADI A.; SHAFIEI MASOUD

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Journal: INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN) Year:2002 | Volume:12 | Issue:4 Page(s): 221-244

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Title

ADAPTIVE PARAMETER ESTIMATION OF 2-D SYSTEMS

Author(s)

MADADI A. | SHAFIEI MASOUD | Issue Writer Certificate

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Abstract

In this paper the problem of the adaptive parameter estimation of 2-D systems is defined, and a solution method based on identification model is presented for it. In this solution method, the system parameters are decomposed into two blocks, namely the horizontal and vertical blocks. The estimations of the horizontal and vertical blocks, which are the identification model adjustable parameters, are adjusted along the horizontal and vertical directions respectively. Thus a 2-D adaptive algorithm is obtained for estimating the 2-D systems parameters. The convergence (stability) of the 2-D algorithm is analyzed via 2-D layponov approach, and also the algorithm asymptotic stability conditions, that are the 2-D persistent excitation conditions, are obtained in terms of the system locally controllability and the system input generality. In the end of paper the effectiveness of the presented procedure is illustrated by computer simulation.

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کاربرد روش RLS در تخمین تطبیقی پارامترهای سیستم های دو بعدی

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APA: Copy

MADADI, A., & SHAFIEI, MASOUD. (2002). ADAPTIVE PARAMETER ESTIMATION OF 2-D SYSTEMS. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 12(4), 221-244. SID. https://sid.ir/paper/66013/en

Vancouver: Copy

MADADI A., SHAFIEI MASOUD. ADAPTIVE PARAMETER ESTIMATION OF 2-D SYSTEMS. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)[Internet]. 2002;12(4):221-244. Available from: https://sid.ir/paper/66013/en

IEEE: Copy

A. MADADI, and MASOUD SHAFIEI, “ADAPTIVE PARAMETER ESTIMATION OF 2-D SYSTEMS,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 12, no. 4, pp. 221–244, 2002, [Online]. Available: https://sid.ir/paper/66013/en

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