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Proceedings ArticleDOI

Data driven, robust output regulation via external models

TLDR
An external model based, data-driven approach to robust output regulation with an error-feedback reset logic for the state of the external model is proposed.
Abstract
In this paper, we propose an external model based, data-driven approach to robust output regulation. No a priori knowledge of the plant and the exosystem is required, apart from their state dimension and an upper bound on the exosystem frequencies. The core of the method lies in an error-feedback reset logic for the state of the external model.

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Citations
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Journal ArticleDOI

Data-driven, robust output regulation in finite time for LTI systems: Data-driven, robust output regulation in finite time for LTI systems

TL;DR: A novel data-driven approach is proposed to obtain output regulation for linear systems in finite time, requiring only limited information about the plant and the exosystem, and is robust because it does not rely on the knowledge of perturbed or even nominal plant parameters.
Posted Content

An informativity approach to data-driven tracking and regulation

TL;DR: The notion of data informativity for regulator design is introduced, and necessary and sufficient conditions for a given set of data to be informative are established.
Journal ArticleDOI

Robust Hybrid Output Regulation for Linear Systems With Periodic Jumps: The Non-Semiclassical Case

TL;DR: This letter solves the robust hybrid output regulation problem for uncertain hybrid MIMO linear systems with periodic jumps without assuming any a priori structural decomposition on the considered plant (as in the semi-classical case).
Proceedings ArticleDOI

Data-driven deadbeat control with application to output regulation

TL;DR: The proposed data-driven design of deadbeat controllers is proposed, which is later generalized in different ways to allow for trade-offs between convergence rate and control effort, and shown to provide very desirable responses.
Proceedings ArticleDOI

Output regulation for redundant plants via orthogonal moments

TL;DR: The main result of this paper consists in the design of an inner auxiliary control loop that allows to break the above conflict between advantages and drawbacks of redundant plants.
References
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Journal ArticleDOI

Paper: The internal model principle of control theory

TL;DR: The Internal Model Principle is extended to weakly nonlinear systems subjected to step disturbances and reference signals and is shown that, in the frequency domain, the purpose of the internal model is to supply closed loop transmission zeros which cancel the unstable poles of the disturbance andreference signals.
Journal ArticleDOI

The robust control of a servomechanism problem for linear time-invariant multivariable systems

TL;DR: In this paper, it was shown that there is a robust controller for a linear, time-invariant, multivariable system (plant) that asymptotic tracking/regulation occurs independent of input disturbances and arbitrary perturbations in the plant parameters of the system.
Book

Nonlinear Output Regulation: Theory and Applications

Jie Huang
TL;DR: This chapter explains the development of a method for the nonlinear output regulation of singular nonlinear systems and some examples show how this regulation changed from linear to discrete-time systems over time.
Book

Controlled and conditioned invariants in linear system theory

TL;DR: In this paper, general properties of linear systems are discussed, and the geometric approach -analysis, synthesis, robustness optimality, and robustness optimization -are presented, respectively.
Book ChapterDOI

Linear Multivariable Control

TL;DR: These lectures are devoted to qualitative aspects of the design of linear time-invariant multivariable control systems of finite dynamic order, and consider problems of structure and synthesis which have been solved only quite recently.
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