Welcome to the Signal Processing Group, a unit of the Signal Theory and Communications Department of the University Carlos III of Madrid. We focus on research and education in the following areas:
- Detection and classification of signals and images, including formulations parametric and nonparametric, centralized and distributed.
- Machine learning and image signal processing, including both design of classifiers and estimators as feature extraction and information for classification and estimation.
- Advanced techniques of statistical signal processing, including among others nonlinear filtering, Monte Carlo methods, Bayesian methods or signal decomposition.
- Information theory, with emphasis in the fields of Shannon theory, coding theory and data compression.