Optimal Estimation

4 credits

Least Squares and Maximum Likelihood Estimation methods, Gauss-Markov models, State Estimation and Kalman Filtering, prediction and smoothing. The extended Kalman filter. Prerequisites: MAE 280A completed or concurrent, or consent of instructor.