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Lecturer(s)
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Machala Libor, doc. RNDr. Ph.D.
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Course content
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1. Definition of signals, theory of signals and transmission systems 2. Fourier analysis of deterministic signals and impulses and their practical executions 3. Fourier analysis in a domain with continuous time and in discrete systems, algorithm of fast Fourier transform; application of computer (software Matlab) for Fourier analysis 4. Properties of Fourier transform, convolution and Fourier spectrum 5. Laplace and Hilbert transform 6. Correlation of deterministic signals 7. Properties of linear and nonlinear transmission systems 8. Characteristic functions and quantities of stochastic processes and of their realizations, errors in their estimations 9. Power spectra of stochastic processes and of their realizations 10. Transmission of stochastic signal via linear systems 11. Influence of noise on signals 12. Digital signals and their transmission 13. Digital transmission systems, their error rate and modeling
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Learning activities and teaching methods
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Lecture
- Homework for Teaching
- 20 hours per semester
- Attendace
- 30 hours per semester
- Preparation for the Exam
- 30 hours per semester
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Learning outcomes
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The main aim is to learn theoretical aspects of signal transfer and processing. Attention is paid to understanding of Fourier transform as a tool for description of signals in spectral domain.
Knowledge To define the main ideas and conceptions of the subject, describe the main approaches of the studied topics, recall the theoretical knowledge for solution of model problems in the field of theory and processing of signals.
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Prerequisites
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unspecified
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Assessment methods and criteria
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Oral exam
Knowledge in the range of lecture content. The important term is Fourier transform. Regular attendance on the lectures is strongly recommended.
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Recommended literature
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Ben-Naim Arieh. (2017). Information Theory - Part I: An Introduction To The Fundamental Concepts. World Scientific Publishing Co Pte Ltd.
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K. Deergha Rao. (2018). Signals and Systems. Birkhäuser Basel.
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Yeung, R.W. (2002). A First Course in Information Theory. Springer. New York, USA.
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Young, P.H. (1985). Electronic communication techniques. Ch.E.Merrill Publ. Comp. and Bell - Howel Comp. Columbus.
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