Risk adjusted receding Horizon control of constrained Linear Parameter Varying Systems

M. Sznaier, C. Lagoa, A. A. Stoorvogel, X. Li

Research output: Contribution to journalConference articlepeer-review


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.

Original languageEnglish (US)
Pages (from-to)561-566
Number of pages6
JournalIFAC Proceedings Volumes (IFAC-PapersOnline)
Issue number13
StatePublished - 2004
Event6th IFAC Symposium on Nonlinear Control Systems, NOLCOS 2004 - Stuttgart, Germany
Duration: Sep 1 2004Sep 3 2004

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering


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