Search Results for author: Rolf Johansson

Found 3 papers, 2 papers with code

Cooperative constrained motion coordination of networked heterogeneous vehicles

no code implementations17 Jan 2022 Zhiyong Sun, Marcus Greiff, Anders Robertsson, Rolf Johansson, Brian D. O. Anderson

We develop a general framework involving differential-algebraic equations and viability theory to determine coordination feasibility for a coordinated motion control under heterogeneous vehicle dynamics and different types of coordination task constraints.

Tangent-Space Regularization for Neural-Network Models of Dynamical Systems

1 code implementation26 Jun 2018 Fredrik Bagge Carlson, Rolf Johansson, Anders Robertsson

This work introduces the concept of tangent space regularization for neural-network models of dynamical systems.

Identification of LTV Dynamical Models with Smooth or Discontinuous Time Evolution by means of Convex Optimization

1 code implementation27 Feb 2018 Fredrik Bagge Carlson, Anders Robertsson, Rolf Johansson

We establish a connection between trend filtering and system identification which results in a family of new identification methods for linear, time-varying (LTV) dynamical models based on convex optimization.

Friction

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