Identification of Nonlinear Acyclic Networks in Continuous Time from Nonzero Initial Conditions and Full Excitations
The method establishes that identifying any tree structure in a continuous-time nonlinear network requires measuring all its sinks, provided the system dynamics are analytic and satisfy f(0)=0. This provides a necessary and sufficient condition for experimental modeling of networked systems.