Mar 28, 2024  
2016-2017 UMass Dartmouth Graduate Catalog 
    
2016-2017 UMass Dartmouth Graduate Catalog [Archived Catalog]

ECE 584 - Estimation Theory

Credits 3
Lecture / 3 hours per week
Basic concepts and principles of estimation theory. Topics include least squares estimation, recursive least squares estimation, best linear unbiased estimator, Bayes estimation, maximum likelihood estimation, maximum a posteriori estimation, conditional mean, Gauss-Markov random process, Kalman filtering, prediction, smoothing, and nonlinear estimation. Estimator bounds and properties are discussed.
Graded