Figure 4.
In CEINMS execution the adjusted muscle excitations in conjunction with MTU lengths and moment arms from OpenSim are used as inputs to estimate MTU forces and joint moments from a single experimental trial. For each timeframe the neural control solution algorithm uses the mapped excitations, the error between mapped and adjusted excitations, and the joint moments tracking error to minimise a weighted objective function. The weighting factor values and the choice of muscle excitations to adjust determine the final muscle excitations produced by the neural control solution algorithm (i.e. EMG-driven, EMG-assisted or static optimisation).