Information theory. Channel coding. Adaptive techniques and channel equalization. Linear estimation and decision. Advanced techniques for classification, regression, and machine learning. Applications and advanced techniques for digital signal processing systems and audiovisual communications.
This course provides the basis for the development of telecommunication engineering profession in relation to the advanced techniques of digital signal processing. These techniques may be applied in communications, bioengineering, material characterization, radioastronomy, and mathematics sequence analysis in general terms for a wide range of applications.