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  1. Adaptive estimation and control for uncertain nonlinear systems and full actuation control

    We study adaptive control for a family of nonlinear systems, involving unknown and uncertain parameters. The proposed control law estimates the...

    Fei Yan, Mingyuan Zhang, Guoxiang Gu in Science China Information Sciences
    Article 19 October 2023
  2. Fixed Time Adaptive Fuzzy Control of Nonlinear Systems with Time-Varying State Constraints

    Abstract

    In this paper, a fixed-time adaptive fuzzy control scheme is investigated to stabilize a class of uncertain nonlinear systems with full-state...

    Kexin Ding, Xueliang Zhang, ... Min Zhuang in Automatic Control and Computer Sciences
    Article 01 February 2024
  3. Neural Network Based Adaptive Inverse Optimal Control for Non-Affine Nonlinear Systems

    In this paper, a novel methodology is introduced for the inverse optimal control of non-affine, nonlinear and discrete-time systems. Although inverse...

    Muhammet Emre Sancı, Gülay Öke Günel in Neural Processing Letters
    Article Open access 16 February 2024
  4. Error-based adaptive optimal tracking control of nonlinear discrete-time systems

    In this paper, for the output tracking problem of nonlinear discrete-time systems, a performance index is newly defined using the adaptive dynamic...

    Chun Li, **liang Ding, ... Tianyou Chai in Science China Information Sciences
    Article 21 December 2023
  5. Event-Triggered Adaptive Neural Control for Full State-Constrained Nonlinear Systems with Unknown Disturbances

    This paper focuses on the adaptive control issue for a class of uncertain nonlinear systems subject to full state constraints and external...

    Ziming Wang, Hui Wang, ... Quan Shi in Cognitive Computation
    Article 12 December 2023
  6. Adaptive prescribed performance control for state constrained stochastic nonlinear systems with unknown control direction: a novel network-based approach

    In this paper, the tracking control problem of the state constrained stochastic nonlinear systems with unknown control direction is studied, and a...

    Yu-Qun Han, Na Li, ... Shan-Liang Zhu in Neural Computing and Applications
    Article 23 November 2023
  7. A novel adaptive fuzzy prescribed performance congestion control for network systems with predefined settling time

    The adaptive predefined settling time performance tracking control for a class of uncertain nonlinear network systems with fast time-varying or even...

    Xuelei Qi, Chen Li, ... Hongjun Ma in Neural Computing and Applications
    Article 20 October 2023
  8. Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems

    In this article, the issue of neural adaptive decentralized finite-time prescribed performance (FTPP) control is investigated for interconnected...

    **aona Song, Peng Sun, ... Vladimir Stojanovic in Neural Computing and Applications
    Article 12 April 2023
  9. Robust adaptive time-varying region tracking control of multi-robot systems

    In this study, we have proposed a new adaptive sliding mode control-based time-varying region tracking controller for multi-robot systems with both...

    Junjie Fu, Yuezu Lv, Wenwu Yu in Science China Information Sciences
    Article 04 November 2022
  10. Predefined-time fuzzy adaptive output feedback control for non-strict feedback stochastic nonlinear systems with state constraints

    The predefined-time fuzzy adaptive output feedback control problem is considered for non-strict feedback stochastic nonlinear systems with state...

    Mengyuan Cui, Shaocheng Tong in Neural Computing and Applications
    Article 28 November 2023
  11. Command filter-based I&I adaptive control for MIMO uncertain systems with input saturation and disturbances

    This paper develops a control strategy based on immersion and invariance (I&I) adaptive methodology for a class of multi-input multi-output (MIMO)...

    Qi Han, Zhitao Liu, ... **angbin Liu in Science China Information Sciences
    Article 28 November 2023
  12. Finite-time adaptive fuzzy control of nonlinear systems with actuator faults and input saturation

    This paper addresses the finite-time control problem of a class of uncertain nonlinear systems subject to input saturation and actuator faults. To...

    Jiafeng Li, Ruihang Ji, ... Shuzhi Sam Ge in Neural Computing and Applications
    Article 06 December 2023
  13. Robust adaptive repetitive control for unknown linear systems with odd-harmonic periodic disturbances

    This article presents a novel tracking control strategy for unknown linear systems perturbed by odd-harmonic periodic disturbances that combine...

    Edi Kurniawan, Hendra G. Harno, ... Akif Rahmatillah in Science China Information Sciences
    Article 04 November 2022
  14. Adaptive NN-based distributed consensus control for nonlinear multi-agent systems under direct graphs

    This paper is mainly concerned with the leaderless consensus problem for nonlinear multi-agent systems (MAS) with unknown mismatched nonlinear...

    Bao Chen, Chen Li, ... Hong-Jun Ma in Neural Computing and Applications
    Article 24 May 2023
  15. Architecting decentralized control in large-scale self-adaptive systems

    Architecting a self-adaptive system with decentralized control is challenging. Indeed, architects shall consider several different and interdependent...

    Jesper Andersson, Mauro Caporuscio, ... Annalisa Napolitano in Computing
    Article Open access 09 March 2023
  16. Adaptive neural time-varying full-state constraints quantized consensus control for nonlinear multiagent networks systems without feasibility conditions

    In this paper, the adaptive neural time-varying full-state constraints quantized consensus control is investigated for a class of nonlinear...

    Ruolan Hao, Hongbin Wang, Wei Zheng in Neural Computing and Applications
    Article 24 June 2023
  17. Adaptive Control

    Control systems need to react to the environment in a predictable and repeatable fashion. Control systems take measurements and use them to control...
    Michael Paluszek, Stephanie Thomas in MATLAB Machine Learning Recipes
    Chapter 2024
  18. Novel neural adaptive terminal sliding mode control for TCP network systems with arbitrary convergence time

    The problem of adaptive arbitrary convergence time terminal sliding mode control (TSMC) for nonlinear networked systems with completely unknown...

    Xuelei Qi, Chen Li, ... Hongjun Ma in Neural Computing and Applications
    Article 21 July 2023
  19. Neural-Network-Based Adaptive Consensus Control for Nonlinear Multiagent Systems Subject to Time Delays and Unknown Disturbance

    The current investigation aims at the adaptive consensus issue for a class of nonlinear multiagent systems with time delays and unknown disturbances...

    Ruolan Wen, **n Wang, ... Ning Pang in Neural Processing Letters
    Article 05 September 2023
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