ECE7030

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ECE7030 - Detection and Estimation Theory - 3 - Credits

Electrical & Computer EngineeringCollege of Engineering

Course Prefix

ECE

Course Number

7030

Course Title

Detection and Estimation Theory

Grade Mode

Standard Letter

Repeat Status

NR

Course Description

Foundations of detection theory, including Neyman-Pearson, Bayes, and Minimax Bayes detection. Maximum likelihood and Bayes estimation theory. Recursive estimation and Kalman filtering and smoothing. Expectation maximization and hidden Markov models.

Credit Hours Min

3