Parameter Estimation of Dynamical System

Parameter estimation plays an important role in modelling of dynamic processes in physics, engineering and biology. An integration-free approach is proposed to infer the constant and time-varying parameters of the given dynamical system. In the case of parameter affine systems, the parameter estimation problem reduces to a convex optimization problem and enjoys all the its properties.