Fuzzy modular networks for structural system identification

A. Mete Çacmakci; Can Isik

doi:10.1109/NAFIPS.1998.715511

Fuzzy modular networks for structural system identification

A. Mete Çacmakci, Can Isik

Department of Electrical Engineering & Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We present a new approach to structural identification of complex dynamic systems by means of a fuzzy modular network. With all its advantages, extraction of structurally explainable models have been the envy of most system identification applications. A method based on fuzzy dynamic modeling in a pre-selected feature space is used in the self-organizing decomposition/modularization of the problem domain. A case example in a two-link manipulator arm is presented to further illustrate the ideas.

Original language	English (US)
Title of host publication	1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-4
Number of pages	4
ISBN (Electronic)	0780344537
DOIs	https://doi.org/10.1109/NAFIPS.1998.715511
State	Published - Jan 1 1998
Event	1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998 - Pensacola Beach, United States Duration: Aug 20 1998 → Aug 21 1998

Other

Other	1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998
Country/Territory	United States
City	Pensacola Beach
Period	8/20/98 → 8/21/98

ASJC Scopus subject areas

Computer Science(all)
Mathematics(all)

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10.1109/NAFIPS.1998.715511

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Çacmakci, AM & Isik, C 1998, Fuzzy modular networks for structural system identification. in 1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998. Institute of Electrical and Electronics Engineers Inc., pp. 1-4, 1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998, Pensacola Beach, United States, 8/20/98. https://doi.org/10.1109/NAFIPS.1998.715511

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ER -

Fuzzy modular networks for structural system identification

Abstract

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