A data-driven sum-of-squares procedure certifies and constructs incremental ISS controllers for unknown polynomial systems from two trajectories.
Compact modeling of nonlinear analog circuits using system identification via semidefinite programming and incremental stability certification,
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Certified Learning of Incremental ISS Controllers for Unknown Nonlinear Polynomial Dynamics
A data-driven sum-of-squares procedure certifies and constructs incremental ISS controllers for unknown polynomial systems from two trajectories.