MAE 283A. Parametric Identification: Theory and Methods (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/MAE.html#mae283a
Description
Constructing dynamical models from experimental data. Deterministic and stochastic discrete time signals. Discrete time systems. Nonparametric identification: correlation and spectral analysis. Parametric identification: realization and prediction error methods, least squares estimation, approximate modeling. Experiment design. Frequency domain identification. Recommended preparation: MAE 143C.
Prerequisite courses
MAE 283A has no prerequisite courses.
Successor courses
MAE 283A is a prerequisite of the following 1 courses: