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Paper detail

Data-driven controller design for nonlinear systems: a two degrees of freedom architecture

In this paper, the D2-IBC (Data-Driven Inversion Based Control) approach for nonlinear control is introduced and analyzed. The method does not require any a-priori knowledge of the system dynamics and relies on a two degrees of freedom scheme, with a nonlinear controller and a linear controller running in parallel. In particular, the former is devoted to stabilize the system around a trajectory of interest, whereas the latter is used to boost the closed-loop performance. The paper also presents a thorough stability and performance analysis of the closed-loop system.

preprint2014arXivOpen access
Carlo NovaraSimone Formentin
Systems and Controlmath.OC
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Carlo NovaraSimone Formentin

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