Mar 28, 2024  
2017-2018 Academic Catalog 
    
2017-2018 Academic Catalog [Published Catalog]

Add to Portfolio (opens a new window)

ECNG 625/6235 - Detection, Classification, and Estimation Theory (3 cr.)



Prerequisites
  

Description
Bayesian parameter estimation; linear least squares Estimation; Cramer-Rao lower bound; minimum variance unbiased estimator (MVUE); maximum likelihood estimation (MLE); Kalman filtering; statistical decision theory: Bayes, min-max, Neyman/Pearson, simple and composite hypotheses; optimum (map) demodulation; application to coherent communications, signal processing, and classification including coherent and non-coherent signal detection; M-ary hypotheses testing.



Add to Portfolio (opens a new window)