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International Symposium on Neural Networks

ISNN 2007: Advances in Neural Networks – ISNN 2007 pp 81–86Cite as

Robust Neural Networks Control for Uncertain Systems with Time-Varying Delays and Sector Bounded Perturbations

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4491))

Abstract

In this paper, a robust neural networks adaptive control scheme is proposed for the stabilization of uncertain linear systems with time-varying delay and bounded perturbations. The uncertainty is assumed to be unknown continuous function without norm-bounded restriction. The perturbation is sector-bounded. Combined with liner matrix inequality method, neural networks and adaptive control, the control scheme ensures the stability of the close-loop system for any admissible uncertainty.

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References

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Author information

Authors and Affiliations

  1. Department of Automatic Control, Southeast University, Nanjing, Jiangsu, China

    Qing Zhu, Shumin Fei & Tao Li

  2. College of Information Engineering, Yangzhou University, Yangzhou, Jiangsu, China

    Tianping Zhang

Authors
  1. Qing Zhu
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  2. Shumin Fei
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  3. Tao Li
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  4. Tianping Zhang
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Editor information

Editors and Affiliations

  1. Department of Electrical and Computer Engineering (M/C 154), University of Illinois at Chicago, 851 S. Morgan Street, 60607-7053, Chicago, IL, USA

    Derong Liu

  2. School of Automation, Southeast University, 210096, Nanjing, China

    Shumin Fei

  3. Laboratory of Complex Systems, Institute of Automation, Chinese Adacemy of Sciences, 100080, Beijing, P. R. China

    Zeng-Guang Hou

  4. School of Information Science and Engineering, Northeast University, Shenyang, 110004, China

    Huaguang Zhang

  5. School of Electrical Engineering, Hohai University, Nanjing, 210098, China

    Changyin Sun

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© 2007 Springer-Verlag Berlin Heidelberg

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Cite this paper

Zhu, Q., Fei, S., Li, T., Zhang, T. (2007). Robust Neural Networks Control for Uncertain Systems with Time-Varying Delays and Sector Bounded Perturbations. In: Liu, D., Fei, S., Hou, ZG., Zhang, H., Sun, C. (eds) Advances in Neural Networks – ISNN 2007. ISNN 2007. Lecture Notes in Computer Science, vol 4491. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72383-7_11

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  • DOI: https://doi.org/10.1007/978-3-540-72383-7_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-72382-0

  • Online ISBN: 978-3-540-72383-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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