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Identifier-tracking model reference adaptive control
International Journal of Control, 2008Model reference adaptive control is a major design method for controlling plants with uncertain parameters. The primary objective of this paper is to develop a new design approach for a differentiator-free model reference adaptive control of a single-input single-output linear time-invariant plant.
Kai Shing Yeung, Wei-Der Chung, H. Yu
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Tracking and parameter identification for model reference adaptive control
International Journal of Robust and Nonlinear Control, 2019We provide barrier Lyapunov functions for model reference adaptive control algorithms, allowing us to prove robustness in the input‐to‐state stability framework and to compute rates of exponential convergence of the tracking and parameter identification ...
Michael A. Malisoff
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MODEL REFERENCE ADAPTIVE CONTROL OF MECHANICAL MANIPULATORS
IFAC Proceedings Volumes, 1983Abstract The dynamic equations of mechanical manipulators are highly nonlinear and complex. Furthermore, the inertia characteristics of the manipulator depend on the payload which is often unknown. Because of these reasons, there is an increasing interest in adaptive control of mechanical manipulators.
M. Tomizuka, R. Horowitz
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Fast adaptation model reference adaptive control
2017 4th International Conference on Power, Control & Embedded Systems (ICPCES), 2017Since adaptive controller does not rely fully on dynamic system models, therefore, there exist a necessity of fast adaptation to achieve improved tracking performance using high adaptive gain. However, attaining fast adaptation using high adaptive gain is a serious limitation of adaptive controllers which may raise certain serious issues.
Rajiv Dey +3 more
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Fuzzy model reference control with adaptation mechanism
Expert Systems with Applications, 2013Abstract An improved approach to adaptation in fuzzy model reference learning control (FMRLC) will be introduced in this paper. The main idea of the presented method consists in including into adaptation process the input membership functions in the fuzzy controller.
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Robust model reference adaptive control with hybrid adaptive law
International Journal of Systems Science, 2002Robust model reference adaptive control (RMRAC) with hybrid adaptive law is considered. The advantages of the hybrid RMRAC scheme over other continuous counterparts include smaller computational effort during implementation and better robustness properties in the presence of modelling errors and disturbances.
Xue-Jun Xie, Yuqiang Wu
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Model Reference Adaptive Control
2000Control algorithms discussed in Chapters 2–5 are generally based on the discrete-time model and in most cases the input and output models are used to formulate the algorithm. In this chapter, an alternative approach will be described using the state space model.
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Robust model reference adaptive control for multivariable plants
International Journal of Adaptive Control and Signal Processing, 1988AbstractA complete procedure for generating and analysing robust model reference adaptive control schemes for multivariable plants is developed. The procedure consists of two parts: the first part involves the characterization of the integral structure of the modelled part of the plant, and the associated parametrization of the controller structure ...
Tao, G. +3 more
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A new approach to model reference adaptive control
Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301), 2002In classical model reference adaptive control, the goal is to design a controller to make the closed-loop system act like a prespecified reference model in the face of significant plant uncertainty. Typically, the controller consists of an identifier (or tuner) which is used to adjust the parameters of a linear time-invariant (LTI) compensator, and ...
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