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Xun Fu

2 accepted papers

2021

Advantages of Bilinear Koopman Realizations for the Modeling and Control of Systems With Unknown Dynamics

RA-L 2021

Nonlinear dynamical systems can be made easier to control by lifting them into the space of observable functions, where their evolution is described by the linear Koopman operator. This letter describes how the Koopman operator can be used to generate approximate linear, bilinear, and nonlinear mode

Cited by 119SourceScholar
2021

Koopman-Based Control of a Soft Continuum Manipulator Under Variable Loading Conditions

RA-L 2021

Controlling soft continuum manipulator arms is difficult due to their infinite degrees of freedom, nonlinear material properties, and large deflections under loading. This letter presents a data-driven approach to identifying soft manipulator models that enables consistent control under variable loa

Cited by 91SourceScholar