[go: up one dir, main page]

Skip to main content
Log in

Fuzzy membership function-dependent switched control for nonlinear systems with memory sampled-data information

  • Fuzzy systems and their mathematics
  • Published:
Soft Computing Aims and scope Submit manuscript

Abstract

In this paper, a fuzzy memory-based coupling sampled-data control (SDC) is designed for nonlinear systems through the switched approach. Compared with the usual SDC scheme, by employing the Bernoulli sequence, a more general coupling switched SDC that involving the signal transmission delay is designed. The Lyapunov–Krasovskii functional (LKF) is presented with the available characteristics of the membership function, and a coupling sampling pattern, for the T-S fuzzy systems. Based on LKF, together with time derivative information of membership function, and the generalized N-order free-matrix-based inequality, the suitable conditions are obtained in terms of linear matrix inequalities (LMIs) for guaranteeing the asymptotic stability and stabilization of the concerned system. Then, the desired fuzzy coupling SDC gain is attained from the solvable LMIs. In the end, two examples are given to validate the derived theoretical results.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Explore related subjects

Discover the latest articles, news and stories from top researchers in related subjects.

Data availability

This article has no associated data.

References

  • Ali MS, Vadivel R, Alsaedi A, Ahmad B (2020) Extended dissipativity and event-triggered synchronization for T-S fuzzy Markovian jumping delayed stochastic neural networks with leakage delays via fault-tolerant control. Soft Comput 24(5):3675–3694

    Article  MATH  Google Scholar 

  • Aslam MS, Li Q (2019) Quantized dissipative filter design for Markovian switch T-S fuzzy systems with time-varying delays. Soft Comput 23(21):11313–11329

    Article  MATH  Google Scholar 

  • Cai X, Wang J, Zhong S, Shi K, Tang Y (2021) Fuzzy quantized sampled-data control for extended dissipative analysis of T-S fuzzy system and its application to WPGSs. J Frankl Inst 358(2):1350–1375

    Article  MathSciNet  MATH  Google Scholar 

  • Cai X, Shi K, Zhong S, Wang J, Tang Y (2021) Dissipative analysis for high speed train systems via looped-functional and relaxed condition methods. Appl Math Model 96:570–583

    Article  MathSciNet  MATH  Google Scholar 

  • Chen Z, Wang J, Ma K, Zhu P, He B, Zhang C (2021) Novel fuzzy event-triggered adaptive control for nonlinear systems with input hysteresis. Soft Comput 25(8):6619–6631

    Article  Google Scholar 

  • Coutinho PH, Araujo RF, Nguyen AT, Palhares RM (2020) A multiple-parameterization approach for local stabilization of constrained Takagi-Sugeno fuzzy systems with nonlinear consequents. Inf Sci 506:295–307

    Article  MathSciNet  MATH  Google Scholar 

  • Ge C, Shi Y, Park JH, Hua C (2019) Robust \(H_\infty \) stabilization for T-S fuzzy systems with time-varying delays and memory sampled-data control. Appl Math Comput 346:500–512

    MathSciNet  MATH  Google Scholar 

  • Ge C, Park JH, Hua C, Guan X (2021) Dissipativity analysis for T-S fuzzy system under memory sampled-data control. IEEE Trans Cybern 51(2):961–969

    Article  Google Scholar 

  • Haddad WM, Chellaboina V (2011) Nonlinear dynamical systems and control: a Lyapunov-based approach. Princeton University Press, Princeton

    Book  MATH  Google Scholar 

  • Hua C, Wu S, Guan X (2020) Stabilization of T-S fuzzy system with time delay under sampled-data control using a new looped-functional. IEEE Trans Fuzzy Syst 28(2):400–407

    Article  Google Scholar 

  • Kalat AA (2019) A robust direct adaptive fuzzy control for a class of uncertain nonlinear MIMO systems. Soft Comput 23(19):9747–9759

    Article  MATH  Google Scholar 

  • Kim HS, Lee K (2020) Design of a fault tolerant sampled-data fuzzy observer with exponential time-varying gains. IEEE Access 8:68488–68498

    Article  Google Scholar 

  • Kim HS, Park JB, Joo YH (2018) A fuzzy Lyapunov–Krasovskii functional approach to sampled-data output-feedback stabilization of polynomial fuzzy systems. IEEE Trans Fuzzy Syst 26(1):366–373

    Article  Google Scholar 

  • Kuppusamy S, Joo YH (2020) Non-fragile retarded sampled-data switched control of T-S fuzzy systems and its applications. IEEE Trans Fuzzy Syst 28(10):2523–2532

    Article  Google Scholar 

  • Lee TH, Park JH (2018) New methods of fuzzy sampled-data control for stabilization of chaotic systems. IEEE Trans Syst Man Cybern Syst 48(12):2026–2034

    Article  Google Scholar 

  • Luo J, Li M, Liu X, Tian W, Zhong S, Shi K (2020) Stabilization analysis for fuzzy systems with a switched sampled-data control. J Frankl Inst 357(1):39–58

    Article  MathSciNet  MATH  Google Scholar 

  • Mkaouar H, Boubaker O (2012) Chaos synchronization for master slave piecewise linear systems: application to Chua’s circuit. Commun Nonlinear Sci Numer Simul 17(3):1292–1302

    Article  MathSciNet  MATH  Google Scholar 

  • Precup RE, Tomescu ML, Dragos CA (2014) Stabilization of Rössler chaotic dynamical system using fuzzy logic control algorithm. Int J Gen Syst 43(5):413–433

    Article  MathSciNet  MATH  Google Scholar 

  • Qu Z, Zhang Z, Du Z, Zhao T (2020) Fuzzy optimal control for nonlinear systems with time-varying delay via sampled-data controller. Soft Comput 24(19):14743–14755

    Article  MATH  Google Scholar 

  • Sakthivel R, Boomipalagan K, Yong-Ki MA, Muslim M (2016) Sampled-data reliable stabilization of T-S fuzzy systems and its application. Complexity 21(S2):518–529

    Article  MathSciNet  Google Scholar 

  • Seuret A (2012) A novel stability analysis of linear systems under asynchronous samplings. Automatica 48(1):177–182

    Article  MathSciNet  MATH  Google Scholar 

  • Shen H, Su L, Park JH (2017) Reliable mixed \(H_\infty \)/passive control for T-S fuzzy delayed systems based on a semi-Markov jump model approach. Fuzzy Sets Syst 314:79–98

    MATH  Google Scholar 

  • Shen H, Xing M, Wu ZG, Park JH (2020) Fault-tolerant control for fuzzy switched singular systems with persistent dwell-time subject to actuator fault. Fuzzy Sets Syst 392:60–76

    Article  MathSciNet  MATH  Google Scholar 

  • Shi K, Wang J, Tang Y, Zhong S (2020) Reliable asynchronous sampled-data filtering of T-S fuzzy uncertain delayed neural networks with stochastic switched topologies. Fuzzy Sets Syst 381:1–25

    Article  MathSciNet  MATH  Google Scholar 

  • Shi K, Wang J, Zhong S, Tang Y, Cheng J (2020) Non-fragile memory filtering of T-S fuzzy delayed neural networks based on switched fuzzy sampled-data control. Fuzzy Sets Syst 394:40–64

    Article  MathSciNet  MATH  Google Scholar 

  • Tang P, Ma Y (2019) Exponential stabilization and sampled-date \(H_\infty \) control for uncertain T-S fuzzy systems with time-varying delay. J Frankl Inst 356(9):4859–4887

    MathSciNet  MATH  Google Scholar 

  • Tian Y, Wang Z (2020) Extended dissipativity analysis of singular Takagi-Sugeno fuzzy systems with time delay via two improved techniques. Int J Syst Sci 51(11):2068–2078

    Article  MathSciNet  MATH  Google Scholar 

  • Wang ZP, Wu HN (2015) On fuzzy sampled-data control of chaotic systems via a time-dependent Lyapunov functional approach. IEEE Trans Cybern 45(4):819–829

    Article  Google Scholar 

  • Wang Y, Xia Y, Zhou P (2017) Fuzzy-model-based sampled-data control of chaotic systems: a fuzzy time-dependent Lyapunov-Krasovskii functional approach. IEEE Trans Fuzzy Syst 25(6):1672–1684

    Article  Google Scholar 

  • Wang L, Liu J, Lam HK (2020) Further study on stabilization for continuous-time Takagi-Sugeno fuzzy systems with time delay. IEEE Trans Cybern 51(11):5637–5643

    Article  Google Scholar 

  • Wu ZG, Shi P, Su H, Chu J (2014) Sampled-data fuzzy control of chaotic systems based on a T-S fuzzy model. IEEE Trans Fuzzy Syst 22(1):153–163

    Article  Google Scholar 

  • Wu T, Cao J, Xiong L, Zhang H (2019) New stabilization results for semi-Markov chaotic systems with fuzzy sampled-data control. Complexity 2019:5305

  • Xia Y, Wang J, Meng B, Chen X (2020) Further results on fuzzy sampled-data stabilization of chaotic nonlinear systems. Appl Math Comput 379:125225

    MathSciNet  MATH  Google Scholar 

  • Yoneyama J (2012) Robust sampled-data stabilization of uncertain fuzzy systems via input delay approach. Inf Sci 198:169–176

    Article  MathSciNet  MATH  Google Scholar 

  • Zeng HB, Teo KL, He Y, Wang W (2019a) Sampled-data-based dissipative control of T-S fuzzy systems. Appl Math Model 65:415–427

    Article  MathSciNet  MATH  Google Scholar 

  • Zeng HB, Teo KL, He Y, Wang W (2019b) Sampled-data stabilization of chaotic systems based on a T-S fuzzy model. Inf Sci 483:262–272

    Article  MathSciNet  MATH  Google Scholar 

  • Zeng HB, Liu XG, Wang W, Xiao SP (2019c) New results on stability analysis of systems with time-varying delays using a generalized free-matrix-based inequality. J Frankl Inst 356(13):7312–7321

  • Zhang Y (2016) Robust stability and \( H_ {\infty } \) control of discrete-time uncertain impulsive systems with time-varying delay. Circuits Syst Signal Process 35(11):3882–3912

    MATH  Google Scholar 

  • Zhang R, Zeng D, Park JH, Liu Y, Zhong S (2019) A new approach to stabilization of chaotic systems with nonfragile fuzzy proportional retarded sampled-data control. IEEE Trans Cybern 49(9):3218–3229

    Article  Google Scholar 

  • Zhao X, Lin C, Chen B, Wang QG (2018) A novel Lyapunov–Krasovskii functional approach to stability and stabilization for T-S fuzzy systems with time delay. Neurocomputing 313:288–294

    Article  Google Scholar 

  • Zhao J, Xu S, Park JH (2020) Improved criteria for the stabilization of T-S fuzzy systems with actuator failures via a sampled-data fuzzy controller. Fuzzy Sets Syst 392:154–169

    Article  MathSciNet  MATH  Google Scholar 

  • Zheng M, Yang S, Li L (2021) Aperiodic sampled-data control for chaotic system based on Takagi-Sugeno fuzzy model. Complexity 2021:1231

    Google Scholar 

Download references

Funding

This work is supported by UGC-SAP (DSA-I), New Delhi, India, File No. F. 510/7/DSA-1/2015 (SAP-I).

Author information

Authors and Affiliations

Authors

Contributions

B.V. contributed to conceptualization, methodology, software, writing—original draft, writing—review & editing. K.S. contributed to conceptualization, methodology, validation, software, writing—review & editing. P.M. contributed to conceptualization, validation, supervision, formal analysis, writing—review & editing.

Corresponding author

Correspondence to P. Muthukumar.

Ethics declarations

Animal research

This article does not contain any studies with human participants or animals performed by any of the authors.

Consent to participate

Not applicable.

Consent to publish

Not applicable.

Clinical trials registration

Not applicable.

Plant reproducibility

Not applicable.

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Visakamoorthi, B., Subramanian, K. & Muthukumar, P. Fuzzy membership function-dependent switched control for nonlinear systems with memory sampled-data information. Soft Comput 26, 9035–9048 (2022). https://doi.org/10.1007/s00500-022-07279-2

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00500-022-07279-2

Keywords

Navigation