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Lecturer(s)
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Kubalčík Marek, prof. Ing. Ph.D.
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Křesálek Vojtěch, doc. RNDr. CSc.
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Course content
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- Analysis of signals in time and frequency domains - Advanced methods for design of digital FIR and IIR filters - Comparison of methods for design of digital filters - State-space description of digital filters and canonic forms - Quantization effects in digital filters - Implementation of digital filters by technical means - Digitization of iamges - Geometric transformations - Image processing using filters - Description and analysis of random signals
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Learning activities and teaching methods
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Exercises on PC
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| prerequisite |
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| Knowledge |
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| Signal processing Modelling and identification of random signals |
| Signal processing Modelling and identification of random signals |
| learning outcomes |
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| Comparison of methods for design of digital filters |
| Comparison of methods for design of digital filters |
| State-space description of digital filters and canonic forms |
| State-space description of digital filters and canonic forms |
| Quantization effects in digital filters |
| Quantization effects in digital filters |
| Description and analysis of random signals |
| Description and analysis of random signals |
| Advanced analysis of signals in time and frequency domains |
| Advanced analysis of signals in time and frequency domains |
| Skills |
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| Advanced methods for design of digital FIR and IIR filters |
| Advanced methods for design of digital FIR and IIR filters |
| Implementation of digital filters by technical means |
| Implementation of digital filters by technical means |
| Digitization of images |
| Digitization of images |
| Image processing using filters |
| Image processing using filters |
| Geometric transformations |
| Geometric transformations |
| teaching methods |
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| Knowledge |
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| Exercises on PC |
| Exercises on PC |
| assessment methods |
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| Composite examination (Written part + oral part) |
| Composite examination (Written part + oral part) |
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Recommended literature
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Candy, J. V. Model-based signal processing. Hoboken, N.J. : IEEE Press : Wiley-Interscience, 2006. ISBN 0-471-23632-2.
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Davídek, Vratislav. Analogové a číslicové filtry. Vyd. 2. Praha : Vydavatelství ČVUT, 2004. ISBN 80-01-03026-1.
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DINIZ, Paulo, DA SILVA, Eduardo, NETTO, Sergio. Digital Signal Processing. Cambridge University Press, 2010. ISBN 978-0-521-88775-5.
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Hlaváč, V., Sedláček, M. Zpracování signálů a obrazů. Praha : ČVUT, 2000. ISBN 80-01-02114-9.
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KAY, Steven. Fundamentals of Statistical Signal processing: Estimation Theory. Englewood Cliffs, NJ: Prentice Hall,Inc., 1993. ISBN 978-0135041352.
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LI, Tan. Digital Signal Processing, Fundamentals and Applications. Elsevier, 2008. ISBN 978-0-12-374090-8.
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Nevřiva, P. Analýza signálů a soustav. Praha : BEN, 2000. ISBN 80-7300-004-0.
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Oppenheim, Alan V. Signals & systems. 2nd ed. Upper Saddle River : Prentice Hall, 1997. ISBN 0-13-814757-4.
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Vích, Robert. Číslicové filtry. Vyd. 1. Praha : Academia, 2000. ISBN 80-200-0761-X.
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