Intendierte Lernergebnisse
Acquiring an overview of and experience with methods for the design of measurement signal processing algorithms.
Inhalt/e
This course focuses on the processing of measurement data, in particular with respect to sensors and measurement (also with respect to resource limited wireless sensors). The theory is applied to real-world examples showcasing benefits and applicability.Topics include:Review of Probability TheoryEstimation theory (CRLB, MVUE, ML, BLUE, LS, MMSE, MAP, LMMSE)Detection Theory (NP LRT, GLRT, ROC)