ECE7030

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ECE7030 - Detection and Estimation Theory - 3 - Credits

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