no code implementations • 17 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.
1 code implementation • 26 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.
1 code implementation • 27 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.