EE 671 Statistical Signal Processing

Provides a rigorous foundation in detection and estimation theory. Binary hypothesis tests. Receiver Operating Characteristic (ROC). M hypotheses. Bayes estimation. Multiple parameter estimation. Maximum likelihood estimation. Composite hypotheses. Representation of random processes. Karhunen-Loeve transformation. Detection and estimation of signals. Computer projects. Prerequisite: EE 561.