Robust model predictive control for networked control systems with quantisation

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Robust model predictive control for networked control systems with quantisation

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This study presents a new method for analysis and synthesis of discrete-time linear systems with control input quantisation (a class of logarithmic quantisers is referred as the basis of the study) over a digital network. Looking at the relevant problems from different facet, referring to the sector bound approach and converting quantised control into robust control with sector bounds uncertainties, the study establishes a robust model predictive control strategy to provide a novel and efficient solution to the quantised control issues. Analytically, the study derives the coarsest quantisation density under a certain control performance and the stabilisation conditions for the discrete-time linear systems. Initially as bench tests, two illustrative examples are provided to demonstrate the effectiveness of the proposed procedure and the guideline for potential users.

Inspec keywords: quantisation (signal); predictive control; robust control; discrete time systems

Other keywords: stabilisation conditions; quantised control; robust model predictive control strategy; control input quantisation; coarsest quantisation density; discrete-time linear systems; sector bound approach; digital network; networked control systems; robust control; logarithmic quantisers

Subjects: Stability in control theory; Optimal control; Signal processing theory; Discrete control systems

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http://iet.metastore.ingenta.com/content/journals/10.1049/iet-cta.2009.0496
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