Skip to content

MPC parameterization and intuitive tuning #20

@avikde

Description

@avikde

Learnings about parameters while working on #10

  • tuning parameters: weights, N, dt, eps_abs, eps_rel
  • longer N => problem harder to solve => infeasible result more likely
  • shorter N and/or longer dt => instability more likely
  • eps_i lower => infeasible more likely (TODO: needs more testing)

Todo:

  • reason about units for wxi, wui and reduce those to two scalars?
  • reduce the number of parameters by scaling weights

From working on #33:

It is sensitive to:

  • dt
  • N
  • weights in hover phase

Transition to hover phase: should switch to sequential composition

Metadata

Metadata

Assignees

No one assigned

    Labels

    controlController implementations

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions