Risk adjusted receding horizon control of constrained linear parameter varying systems


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Sznaier, M. and Lagoa, C. and Stoorvogel, A.A. and Li, X. (2005) Risk adjusted receding horizon control of constrained linear parameter varying systems. In: Nonlinear Control Systems 2004, 1-3 Sep 2004, Stuttgart, Germany.

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Abstract:In the past few years, control of Linear Parameter Varying Systems (LPV) has been the object of considerable attention, as a way of formalizing the intuitively appealing idea of gain scheduling control for nonlinear systems. However, currently available LPV techniques are both computationally demanding and (potentially) very conservative. In this paper we propose to address these difficulties by combining Receding Horizon and Control Lyapunov Functions techniques in a risk-adjusted framework. The resulting controllers are guaranteed to stabilize the plant and have computational complexity that increases polynomially, rather than exponentially, with the prediction horizon.
Item Type:Conference or Workshop Item
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Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/69074
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