Replace LinearSystemId factories with nonlinear models #7560
Labels
2027
2027 target
component: wpimath
Math library
type: feature
Brand new functionality, features, pages, workflows, endpoints, etc.
With the extra compute power of SystemCore, higher fidelity models are an option.
Instead of providing linear model factories with the nonlinear parts in a sim physics class, we could provide nonlinear models for each system of the form
dx/dt = f(x, u)
.An LTVController class would linearize those functions for LQR. Numerical integrators can be thrown at them too, though wrapper classes for ergonomic handles may still be desired.
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