Fig 2. The basic principle of Model Predictive Control.

At any time instant t the most recent mechanical system state x(t) is sampled and fed to the controller. The control is computed minimizing the cost function 2 to bring the internal model to a standstill posture.The computed control vector u, consisting of the CoM and flywheel jerks and the future step positions, is then applied back to the mechanical system.