Course: Theory of Signals and Information 1

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Course title Theory of Signals and Information 1
Course code KEF/TSII1
Organizational form of instruction Lecture
Level of course Bachelor
Year of study not specified
Semester Winter
Number of ECTS credits 5
Language of instruction Czech, English
Status of course Compulsory-optional, Optional
Form of instruction Face-to-face
Work placements This is not an internship
Recommended optional programme components None
Course availability The course is available to visiting students
Lecturer(s)
  • Machala Libor, doc. RNDr. Ph.D.
  • Machala Martin, Bc. DiS.
Course content
Definition of signals, theory of signals and transfer systems Fourier analysis of deterministic signals and impulses and their practical executions Fourier analysis in a domain with continuous time and in discrete systems, algorithm of fast Fourier transform Properties of Fourier transform, convolution and Fourier spectrum Laplace and Hilbert transform Correlation of deterministic signals Properties of linear and nonlinear transfer systems Characteristic functions and quantities of stochastic processes and their realizations, errors in their estimations Power spectra of stochastic processes and their realizations Transmission of stochastic signal via linear systems Effect of noise on signals Digital signals and their transmission Digital transfer systems, their error rate and modeling

Learning activities and teaching methods
Lecture
Learning outcomes
The aim is to inform students with the main theoretical aspects of transfer and processing of signals. Attention is paid to understanding of Fourier transform as a tool for description of signals in frequency domain.
Students will have overview about transfer aspects of signals and ways of their proccessing. Students will be familiarized with Fourier transform, properties of linear transfer systems, noises, and digital signals.
Prerequisites
unspecified

Assessment methods and criteria
Mark, Oral exam

Requirements in the range of sylabus of the lecture. Emphasis is placed to understanding of the term Fourier Transform.
Recommended literature
  • Angot, A. (1972). Užitá matematika pro elektrotechnické inženýry. SNTL Praha.
  • Bajcsy, J.; Vítovec, J. (1988). Telemetria a prenos údajov. Alfa Bratislava a SNTL Praha.
  • Bogr, J.; Čajka, J.; Šebesta, V. (1975). Teorie přenosu zpráv. SNTL Praha.
  • Ertinger, Z.; Sklenář, J. (1980). Signály a soustavy. VUT Brno.
  • Hoffner, V. (1987). Úvod do teorie signálů. SNTL Praha.
  • Levin, B.R. (1965). Teorie náhodných procesů a její aplikace v radiotechnice. SNTL Praha.
  • Pospíšil, J. (1994). Analýzy a přenosové aspekty signálů. UP Olomouc.
  • Uhlíř, J., Sovka, P. (2002). Číslicové zpracování signálů. ČVUT Praha.
  • Yeung, R.W. (2002). A First Course in Information Theory. Springer. New York, USA.
  • Young, P.H. (1985). Electronic communication techniques. Ch.E.Merrill Publ. Comp. and Bell - Howel Comp. Columbus.


Study plans that include the course
Faculty Study plan (Version) Branch of study Category Recommended year of study Recommended semester
Faculty of Science Computer Physics (1) Physics courses 2 Winter
Faculty of Science Optics and Optoelectronics (2015) Physics courses 1 Winter
Faculty of Science Optics and Optoelectronics (1) Physics courses 3 Winter
Faculty of Science Digital and Instrument Optics (1) Physics courses 2 Winter
Faculty of Science Instrument Physics (1) Physics courses 2 Winter