Observer-based decentralized fuzzy controller for discrete-time large-scale fuzzy systems with packet losses

Genu Bum Koo, Jin Bae Park, Young Hoon Joo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In this paper, an observer-based decentralized fuzzy controller design is presented for the stochastic stabilization of the discrete-time large-scale fuzzy systems with packet losses. Based on the large-scale Takagi-Sugeno (T-S) fuzzy system, the fuzzy observer and controller are designed and the stochastic stability condition of the closed-loop system is derived in Lyapunov sense. Its sufficient conditions are formulated in terms of linear matrix inequalities. Finally, a numerical example is provided to verify the effectiveness of the proposed technique.

Original languageEnglish
Title of host publicationICCAS 2012 - 2012 12th International Conference on Control, Automation and Systems
Pages87-90
Number of pages4
Publication statusPublished - 2012 Dec 1
Event2012 12th International Conference on Control, Automation and Systems, ICCAS 2012 - Jeju, Korea, Republic of
Duration: 2012 Oct 172012 Oct 21

Publication series

NameInternational Conference on Control, Automation and Systems
ISSN (Print)1598-7833

Other

Other2012 12th International Conference on Control, Automation and Systems, ICCAS 2012
CountryKorea, Republic of
CityJeju
Period12/10/1712/10/21

Fingerprint

Fuzzy systems
Packet loss
Controllers
Linear matrix inequalities
Closed loop systems
Stabilization

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Science Applications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

Cite this

Koo, G. B., Park, J. B., & Joo, Y. H. (2012). Observer-based decentralized fuzzy controller for discrete-time large-scale fuzzy systems with packet losses. In ICCAS 2012 - 2012 12th International Conference on Control, Automation and Systems (pp. 87-90). [6393409] (International Conference on Control, Automation and Systems).
Koo, Genu Bum ; Park, Jin Bae ; Joo, Young Hoon. / Observer-based decentralized fuzzy controller for discrete-time large-scale fuzzy systems with packet losses. ICCAS 2012 - 2012 12th International Conference on Control, Automation and Systems. 2012. pp. 87-90 (International Conference on Control, Automation and Systems).
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abstract = "In this paper, an observer-based decentralized fuzzy controller design is presented for the stochastic stabilization of the discrete-time large-scale fuzzy systems with packet losses. Based on the large-scale Takagi-Sugeno (T-S) fuzzy system, the fuzzy observer and controller are designed and the stochastic stability condition of the closed-loop system is derived in Lyapunov sense. Its sufficient conditions are formulated in terms of linear matrix inequalities. Finally, a numerical example is provided to verify the effectiveness of the proposed technique.",
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Koo, GB, Park, JB & Joo, YH 2012, Observer-based decentralized fuzzy controller for discrete-time large-scale fuzzy systems with packet losses. in ICCAS 2012 - 2012 12th International Conference on Control, Automation and Systems., 6393409, International Conference on Control, Automation and Systems, pp. 87-90, 2012 12th International Conference on Control, Automation and Systems, ICCAS 2012, Jeju, Korea, Republic of, 12/10/17.

Observer-based decentralized fuzzy controller for discrete-time large-scale fuzzy systems with packet losses. / Koo, Genu Bum; Park, Jin Bae; Joo, Young Hoon.

ICCAS 2012 - 2012 12th International Conference on Control, Automation and Systems. 2012. p. 87-90 6393409 (International Conference on Control, Automation and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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N2 - In this paper, an observer-based decentralized fuzzy controller design is presented for the stochastic stabilization of the discrete-time large-scale fuzzy systems with packet losses. Based on the large-scale Takagi-Sugeno (T-S) fuzzy system, the fuzzy observer and controller are designed and the stochastic stability condition of the closed-loop system is derived in Lyapunov sense. Its sufficient conditions are formulated in terms of linear matrix inequalities. Finally, a numerical example is provided to verify the effectiveness of the proposed technique.

AB - In this paper, an observer-based decentralized fuzzy controller design is presented for the stochastic stabilization of the discrete-time large-scale fuzzy systems with packet losses. Based on the large-scale Takagi-Sugeno (T-S) fuzzy system, the fuzzy observer and controller are designed and the stochastic stability condition of the closed-loop system is derived in Lyapunov sense. Its sufficient conditions are formulated in terms of linear matrix inequalities. Finally, a numerical example is provided to verify the effectiveness of the proposed technique.

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Koo GB, Park JB, Joo YH. Observer-based decentralized fuzzy controller for discrete-time large-scale fuzzy systems with packet losses. In ICCAS 2012 - 2012 12th International Conference on Control, Automation and Systems. 2012. p. 87-90. 6393409. (International Conference on Control, Automation and Systems).