PARAMETER ESTIMATION IN HYSTERETIC SYSTEMS BASED ON ADAPTIVE LEAST-SQUARES

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PEIMANI MANSOUR; YAZDANPANAH MOHAMMAD JAVAD; KHAJI NASER

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Journal: Journal of Information Systems and Telecommunication Year:2013 | Volume:1 | Issue:4 Page(s): 217-221

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Title

PARAMETER ESTIMATION IN HYSTERETIC SYSTEMS BASED ON ADAPTIVE LEAST-SQUARES

Author(s)

PEIMANI MANSOUR | YAZDANPANAH MOHAMMAD JAVAD | KHAJI NASER | Issue Writer Certificate

Keywords

HYSTERESIS

LEAST-SQUARES ESTIMATION (LSE)

OPTIMIZATION

SYSTEM IDENTIFICATION

Abstract

In this paper, various identification methods based on least-squares technique to estimate the unknown parameters of structural systems with HYSTERESIS are investigated. The Bouc-Wen model is used to describe the behavior of hysteretic nonlinear systems. The adaptive versions are based on the fixed and variable forgetting factor and the optimized version is based on optimized adaptive coefficient matrix. Simulation results show the efficient performance of the proposed technique in identification and tracking of hysteretic structural system parameters compared with other least square based algorithms.

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APA: Copy

PEIMANI, MANSOUR, YAZDANPANAH, MOHAMMAD JAVAD, & KHAJI, NASER. (2013). PARAMETER ESTIMATION IN HYSTERETIC SYSTEMS BASED ON ADAPTIVE LEAST-SQUARES. JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST), 1(4), 217-221. SID. https://sid.ir/paper/332624/en

Vancouver: Copy

PEIMANI MANSOUR, YAZDANPANAH MOHAMMAD JAVAD, KHAJI NASER. PARAMETER ESTIMATION IN HYSTERETIC SYSTEMS BASED ON ADAPTIVE LEAST-SQUARES. JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST)[Internet]. 2013;1(4):217-221. Available from: https://sid.ir/paper/332624/en

IEEE: Copy

MANSOUR PEIMANI, MOHAMMAD JAVAD YAZDANPANAH, and NASER KHAJI, “PARAMETER ESTIMATION IN HYSTERETIC SYSTEMS BASED ON ADAPTIVE LEAST-SQUARES,” JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST), vol. 1, no. 4, pp. 217–221, 2013, [Online]. Available: https://sid.ir/paper/332624/en

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