Impedance Matching

Adjusting the mechanical impedance (stiffness and damping) of the robot end-effector to match the impedance of the task environment, minimizing energy exchange during contact. Soft environments (foam, tissue) benefit from low stiffness (compliant) control; rigid environments (metal assembly) benefit from higher stiffness. Impedance matching improves contact stability and reduces impact forces.