Course: Signal processing

« Back
Course title Signal processing
Course code AUEM/AEZSZ
Organizational form of instruction Lecture + Seminar
Level of course Master
Year of study not specified
Semester Winter and summer
Number of ECTS credits 3
Language of instruction English
Status of course unspecified
Form of instruction Face-to-face
Work placements This is not an internship
Recommended optional programme components None
Lecturer(s)
  • Křesálek Vojtěch, doc. RNDr. CSc.
  • Navrátil Milan, Ing. Ph.D.
  • Kubalčík Marek, doc. Ing. Ph.D.
Course content
1. Signal concept, models of signals, basic classification of signals and signal models. 2. Transformation of independent variable, exponential and sinusoidal signals. 3. Signal models in time domain, convolution. 4. Description of continuous-time signals in frequency domain, Fourier transform. 5. Sampling of signals, sampling theorem, aliasing, signal reconstruction, quantization of signals . 6. Description of discrete signals in frequency domain, Discrete Fourier transform. 7. Weighting, algorithms of Fast Fourier transform. 8. Z-transform, shaping of signals 9. Digital FIR filters- mathematical description, basic structures. 10. Digital FIR filters- basic methods of design. 11. Digital IIR filters- mathematical description, basic structures. 12. Analogue filters. 13. Digital IIR filters- basic methods of design. 14. Stochastic processes and their characteristics.

Learning activities and teaching methods
Lecturing, Exercises on PC
prerequisite
Knowledge
Knowledge of undergraduate mathematics and physics of technical faculties is supposed.
Knowledge of undergraduate mathematics and physics of technical faculties is supposed.
learning outcomes
classification of signal models
classification of signal models
differences between continuous and discrete sinusoidal signals
differences between continuous and discrete sinusoidal signals
basic principles of signal analysis both in time and frequency domains
basic principles of signal analysis both in time and frequency domains
basic classification of digital filters and principles of their design
basic classification of digital filters and principles of their design
basic structures suitable for implementation of digital filters
basic structures suitable for implementation of digital filters
Skills
computation of basic signal characteristics in time domain
computation of basic signal characteristics in time domain
computation of basic signal characteristics in frequency domain
computation of basic signal characteristics in frequency domain
basic signal operations and signal transformations
basic signal operations and signal transformations
design and implementation of filters with finite impulse response
design and implementation of filters with finite impulse response
design and implementation of filters with infinite impulse response
design and implementation of filters with infinite impulse response
teaching methods
Knowledge
Lecturing
Exercises on PC
Exercises on PC
Lecturing
assessment methods
Composite examination (Written part + oral part)
Composite examination (Written part + oral part)
Recommended literature
  • Davídek, Vratislav. Analogové a číslicové filtry. Vyd. 2. Praha : Vydavatelství ČVUT, 2004. ISBN 80-01-03026-1.
  • Hlaváč, V., Sedláček, M. Zpracování signálů a obrazů. Praha : ČVUT, 2000. ISBN 80-01-02114-9.
  • Hlaváč, Václav. Zpracování signálů a obrazů. 1. vyd. Praha : ČVUT, 2000. ISBN 8001021149.
  • Jan, J. Číslicová filtrace, analýza a restaurace signálů. Brno : VUTIUM, 2002. ISBN 80-214-1558-4.
  • Jan, J. Číslicová filtrace, analýza a restaurace signálů. Brno : VUT, 1997. ISBN 80-214-0816-2.
  • Kotuliaková, J., Rozinaj, G. Číslicové spracovanie signálov. Bratislava : STK, 1999. ISBN 80-227-1236-1.
  • Oppenheim, Alan V. Signals & systems. 2nd ed. Upper Saddle River : Prentice Hall, 1997. ISBN 0-13-814757-4.
  • Sedláček, M. Zpracování signálů v měřicí technice. Praha : ČVUT, 1996. ISBN 80-01-00900-9.
  • ŠEBESTA, V. Systémy procesy signály I. Brno, 1995.
  • Vích, Robert. Číslicové filtry. Vyd. 1. Praha : Academia, 2000. ISBN 80-200-0761-X.
  • Zaplatílek, Karel. MATLAB : začínáme se signály. 1. vyd. Praha : BEN - technická literatura, 2006. ISBN 80-7300-200-0.


Study plans that include the course
Faculty Study plan (Version) Category of Branch/Specialization Recommended year of study Recommended semester