The course "The Signal Theory" will provide a deeper look into stochastic and deterministic signals, in particular their characterization and estimation. Signals with specific structure, in particular topics in sampling and reconstruction and Compressed Sensing are covered.

Part I: Stochastic Signals

• Random Variables
• Estimation
• Stochastic Processes
• Mean-Square Estimation and Ergodicity

Part II: Deterministic Signals

• Sampling and Interpolation
• Compressed Sensing