Feb 05, 2025  
2011-2012 UMass Dartmouth Undergraduate Catalog 
    
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2011-2012 UMass Dartmouth Undergraduate Catalog [Archived Catalog]

ECE 584 - Estimation Theory

3 credits
3 hours lecture
Prerequisites: ECE 521, 581
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.