Homothetic tube model predictive control

The robust model predictive control for constrained linear discrete time systems is solved through the development of a homothetic tube model predictive control synthesis method. The method employs several novel features including a more general parameterization of the state and control tubes based...

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Bibliographic Details
Main Authors: Rakovic, S, Kouvaritakis, B, Findeisen, R, Cannon, M
Format: Journal article
Language:English
Published: 2012
Description
Summary:The robust model predictive control for constrained linear discrete time systems is solved through the development of a homothetic tube model predictive control synthesis method. The method employs several novel features including a more general parameterization of the state and control tubes based on homothety and invariance, a more flexible form of the terminal constraint set and a relaxation of the controlled dynamics of the sets that define the state and control tubes. Under natural assumptions, the proposed method is computationally efficient and it induces strong system theoretic properties. © 2012 Elsevier Ltd. All rights reserved.