ECE 5560 - System Identification

3 Credits (Minimum) 3 Credits (Maximum)

Modern methods for identifying mathematical models of systems from observatons of their behavior; input-output and state-space models; parameterization and identifiability; non-parametric methods; prediction and output error methods; recursive estimation; Kalman filters; order estimations; subspace identification. Prer., ECE 2205, ECE 3610, MATH 3130, MATH 3400, or equivalent.