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A unified framework for multirate and multiplexed model predictive control via periodic systems

Author(s):

R. Gondhalekar, C.N. Jones
Conference/Journal:

Conference on Decision and Control (CDC)
Abstract:

State-feedback model predictive control (MPC) of discrete-time linear periodic systems with possibly time- dependent state and control input dimension is considered. States and inputs are subject to hard, mixed, polytopic con- straints. It is described how discrete-time linear systems, both time-invariant and periodic, with multirate or multiplexed control inputs can be modeled as such periodic systems. This makes linear periodic systems with possibly time-dependent di- mensions a unified, coherent and succinct state-space modeling framework for a large variety of control problem for linear plants, periodic or non. In this paper it is shown how important theoretical results for state-feedback MPC of constrained linear time-invariant (LTI) systems are conceptually equivalent to what is required for linear periodic systems. Specifically the determination of (maximum) periodic controlled and positively invariant sets and the solution of reverse periodic discrete- time algebraic Riccati equations are considered indispensable. A general definition, and a method for the determination, of maximum periodic controlled and positively invariant sets are proposed here. Thus least-restrictive, strongly feasible MPC problems resulting in infinite-horizon optimal state-feedback control laws are designed. The proposed methods are applied to a multirate twin-actuator nano-positioning system.

Year:

2009
Type of Publication:

(01)Article
Supervisor:



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% Autogenerated BibTeX entry
@InProceedings { GonJon:2009:IFA_3460,
    author={R. Gondhalekar and C.N. Jones},
    title={{A uni\fied framework for multirate and
	  multiplexed model predictive control via periodic systems}},
    booktitle={Conference on Decision and Control (CDC)},
    pages={},
    year={2009},
    address={},
    month=dec,
    url={http://control.ee.ethz.ch/index.cgi?page=publications;action=details;id=3460}
}
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