Detection and Estimation

Topics

• Hypothesis testing
• Decision criteria
• Detection of signals in noise
• Theory of parameter estimation
• Bayes estimate
• Maximum likelihood estimate
• Cramér-Rao bound
• Linear mean square estimation
• Wiener filtering
• Kalman filtering
• Applications to communication and radar systems