IT Security

Curriculum

Modul CS3100-KP04

Signal processing (SignalV)

Duration:

1 Semester

Turnus of offer:

each winter semester

Credit points:

Course of studies, specific field and terms:

Bachelor Robotics and Autonomous Systems 2016 (compulsory), computer science, 5th semester
Bachelor Medical Informatics 2011 (compulsory), computer science, 5th semester
Master CLS 2010 (compulsory), mathematics, 1st semester
Bachelor Computer Science 2012 (compulsory), foundations of computer science, 5th semester

Classes and lectures:

Signal processing (exercise, 1 SWS)
Signal processing (lecture, 2 SWS)

Workload:

45 Hours in-classroom work
55 Hours private studies
20 Hours exam preparation

Contents of teaching:

Linear time-invariant systems
Impulse response
Convolution
Fourier transform
Transfer function
Correlation and energy density of deterministic signals
Sampling
Discrete-time signals and systems
Discrete-time Fourier transform
z-Transform
FIR and IIR filters
Block diagrams
FIR filter design
Discrete Fourier transform (DFT)
Fast Fourier transform (FFT)
Characterization and processing of random signals

Qualification-goals/Competencies:

Students are able to explain the fundamentals of linear system theory.
They are able to describe the basic elements of signal processing.
They will have a command of methods for the description and analysis of continuous-time and discrete-time signals and systems.
They are able to design digital filters and know various structures for their implementation.
They are able to explain the basic techniques for describing and processing of random signals.

Grading through:

Written or oral exam as announced by the examiner

Literature:

A. Mertins: Signaltheorie: Grundlagen der Signalbeschreibung, Filterbänke, Wavelets, Zeit-Frequenz-Analyse, Parameter- und Signalschätzung - Springer-Vieweg, 3. Auflage, 2013

Language:

offered only in German

Notes:

Prerequisites for attending the module:
- None

Prerequisites for the exam:
- Successful completion of homework assignments during the semester (at least 50% of the max. points).

Modul exam:
- CS3100-L1: Signal Processing, written exam, 120 Min,. 100% of modul grade

Letzte Änderung:

21.3.2022