Motion Planning Control

Motion planning and control. MoveIt2, Nav2, trajectory optimization, PID/MPC, ros2_control.

aselimc Updated

File contents

Motion Planning & Control

MoveIt2 (Manipulation)

  • Configure SRDF, kinematics (KDL/TRAC-IK), collision objects
  • Planners: OMPL (RRT*, PRM*), PILZ (industrial), STOMP
  • Use MoveGroup interface for planning + execution

Nav2 (Mobile Navigation)

  • Planners: NavFn, Theta*, Smac (lattice/hybrid A*)
  • Controllers: DWB, MPPI, regulated pure pursuit
  • Costmaps: static + obstacle + inflation layers

Control Loops

Controller Use Case Tuning
PID Joint position/velocity Ziegler-Nichols or manual
MPC Trajectory tracking with constraints Horizon, Q, R matrices
Impedance Compliant manipulation Stiffness, damping

ros2_control

hardware:
  - hardware_interface/JointStateInterface
  - hardware_interface/EffortJointInterface
controllers:
  joint_trajectory_controller:
    type: joint_trajectory_controller/JointTrajectoryController

Key Libraries

MoveIt2, Nav2, ros2_control, Drake, pinocchio

aselimc/agents_and_skills/tree/main/.claude/skills/motion-planning-control commit 8f6b93019b

Frequently asked questions

npx skillmds@latest add aselimc/motion-planning-control