ELEC 633

Optimal Estimation

Units: 1.5

Random variables review. Estimation methods; maximum likelihood, minimum mean squared error, maximum a posteriori, conditional mean, minimum variance, orthogonality principle. State space system models. Kalman Filtering. Adaptive and nonlinear filtering.

Prerequisites: 504 or equivalent.

Graduate course in the Electrical Engineering program administered by the Faculty of Graduate Studies.