Dynamic Filtering

Lecturer Prof. Dr.-Ing. Cristina Tarín
Semester Winter
Volume 6 ECTS
Language English
Dates Monday 15:45-17:15 in conference room 1.01 (Waldburgstraße 17/19)
Tuesday 8:00-9:30 in conference room 1.01 (Waldburgstraße 17/19)
Please check the ILIAS-course for the current schedule!
Contact M.Sc. Frieder Gottmann
Dipl.-Ing. Tanja Teutsch
M.Sc. Michael Ringkowski
ILIAS-Course Dynamic Filtering / Dynamische Filterverfahren WS1718

 

News
  • Lecture is offered during the winter term. Lecture starts on Mo 16.10.2017
Content
  • Introduction to adaptive filtering
  • Stochastic models and processes
  • Fourier-analysis of stationary stochastic signals
  • Wiener filtering
  • Linear Prediction
  • Least-Mean-Square adaptive filtering
  • Kalman filtering
Information
  • Optional course in the spezilisation module Systemdynamik (System Dynamics) and Automatisierungstechnik (Automation)
  • Prerequisites: Elektrische Signalverarbeitung (Electrical Signal Processing), Echtzeitdatenverarbeitung (Real Time Signal Processing)
  • Lecture and Tutorial scedule
  • All documents are provided via Ilias-course for download.
Literature
  • "Signals and Systems" by Alan V. Oppenheim and Alan S. Willsky; Pearson; 1996
  • "Discrete-Time Signal Processing" by Alan V. Oppenheim and Ronald W. Schafer; Pearson; 2009
  • "Adaptive Filter Theory" by Simon O. Haykin; Pearson; 2013
Exam
  • Written exam: March 6, 2017
  • Duration: 90 minutes
  • Allowed auxilliary means: formulary (2 A4-pages),
    non-networking and non-programmable calculator
  • Exam question time: date will be arranged once the examination date is sceduled