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» Adaptive control for nonlinear nonnegative dynamical systems
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ESSMAC
2003
Springer
14 years 22 days ago
Self-tuning Control of Non-linear Systems Using Gaussian Process Prior Models
Gaussian Process prior models, as used in Bayesian non-parametric statistical models methodology are applied to implement a nonlinear adaptive control law. The expected value of a...
Daniel Sbarbaro, Roderick Murray-Smith
CDC
2008
IEEE
144views Control Systems» more  CDC 2008»
14 years 2 months ago
Control software model checking using bisimulation functions for nonlinear systems
— This paper extends a method for integrating source-code model checking with dynamic system analysis to verify properties of controllers for nonlinear dynamic systems. Source-co...
James Kapinski, Alexandre Donzé, Flavio Ler...
CDC
2009
IEEE
170views Control Systems» more  CDC 2009»
14 years 6 days ago
Adaptive constraint-filtering method and its application to GPS positioning
—To deal with the estimation problem for systems subject to constraints while the corresponding noise processes are not completely known, the adaptive constraint-filtering method...
Tsai-Hsin Chang, Li-Sheng Wang, Fan-Ren Chang
CDC
2009
IEEE
143views Control Systems» more  CDC 2009»
13 years 10 months ago
Extended nonlinear observable canonical form for multi-output dynamical systems
— In this paper, we give sufficient conditions which guarantee the existence of a diffeomorphism in an extended state space that allows to transform a multi-output nonlinear dyn...
Driss Boutat, Krishna Busawon
SCL
2008
66views more  SCL 2008»
13 years 7 months ago
Practical encoders for controlling nonlinear systems under communication constraints
We introduce a new class of dynamic encoders for continuous-time nonlinear control systems which update their parameters only at discrete times. We prove that the information reco...
Claudio De Persis, Dragan Nesic