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.

Random Variables and Estimation

• Random Variables
• Estimation

Random Processes and Estimation

• Stochastic Processes
• Mean-Square Estimation and Ergodicity

Signals with Structure and Reconstruction / Estimation

• Sampling and Interpolation
• Compressed Sensing