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Moment Matching for Nonlinear Systems of Second-Order Equations

Joel D. Simard, Alessio Moreschini, Alessandro Astolfi

Year
2023
Citations
4

Abstract

In this paper we consider the problem of constructing nonlinear systems of second-order equations that achieve moment matching. In particular, necessary and sufficient conditions are given for which a system of second-order equations achieves moment matching, and a family of systems of second-order equations achieving moment matching is directly constructed by extracting it, via particular choices of the free mappings, from a parameterization of all systems achieving moment matching. The results are specialized for the scenario in which the signal generator is a linear system. Finally, the results of the paper are demonstrated by constructing reduced order models of a two link robotic manipulator in the second-order equation form.

Keywords

Moment (physics)Matching (statistics)Nonlinear systemGenerator (circuit theory)Order (exchange)Applied mathematicsMathematicsComputer scienceControl theory (sociology)Mathematical optimization

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