Inhalt

[ 289SISYSIVV20 ] VL Signal Processing

Versionsauswahl
Es ist eine neuere Version 2025W dieser LV im Curriculum Bachelor's programme Medical Engineering 2025W vorhanden.
Workload Education level Study areas Responsible person Hours per week Coordinating university
4,5 ECTS B2 - Bachelor's programme 2. year (*)Informationselektronik Mario Huemer 3 hpw Johannes Kepler University Linz
Detailed information
Original study plan Bachelor's programme Electronics and Information Technology 2022W
Objectives Students know and understand the basics of discrete-time signals and systems qualitatively and mathematically and can apply them to fundamental problems. They are able to

  • plot discrete-time signals in time- and frequency domain,
  • derive the spectrum of a signal numerically with the help of the DFT and the FFT,
  • describe the behavior of discrete-time LTI systems in time- and frequency domain as well as with the help of state space models,
  • analyze and design digital FIR and IIR filters,
  • apply the correlation operation.

Students know and understand the sampling theorem. They know and understand the z-transform, and are able to apply this method to describe discrete-time signals and systems, and to use it to solve linear difference equations with constant coefficients. They know and understand the basics of time-frequency analysis and the basics of multirate signal processing.

Subject
  • Discrete-time signals and the discrete time Fourier transform
  • Discrete-time LTI systems
  • Sampling theorem and signal reconstruction
  • Correlation
  • DFT and FFT
  • Time-frequency analysis
  • z-Transform
  • Digital filters (analysis and design of FIR and IIR filters)
  • State space representations of dynamic systems
  • Vector- matrix representations of discrete-time signals and systems
  • Basics of multirate signal processing
Criteria for evaluation Written exam
Methods Lecture using slides and blackboard, Matlab based presentations
Language German
Study material
  • Lecture slides
  • A.V. Oppenheim, R.W. Schafer, J.R. Buck, Zeitdiskrete Signalverarbeitung, Pearson, München, 2004.
  • K.D. Kammeyer, K. Kroschel, Digitale Signalverarbeitung, Vieweg + Teubner, Wiesbaden, 2009.
  • D. Ch. von Grünigen, Digitale Signalverarbeitung, Hanser, München, 2008.
Changing subject? No
On-site course
Maximum number of participants -
Assignment procedure Assignment according to sequence