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Communication systems simulation

COURSE: Communication systems simulation

Code: ФЕИТ10021

ECTS points: 6 ECTS

Number of classes per week: 3+0+0+3

Lecturer: prof. Zoran Hadzi-Velkov

Subject of the course content: Linear and non-linear transformation of random processes. Moments and cumulatns transformation (direct method and Rice method). Gauss narrowband random processes. Other types of narrowband processes. Outages. Modeling methods in telecommunications. Basic components in contemporary communications systems in realistic operational conditions. Models of communication channels. Models of transmitters and receivers. Modeling errors of complex signals, noise and interference in time and frequency domain. Simulation methods for telecommunications. Performance estimation of communications systems via simulation. Quality of estimators. Monte Carlo methods. Statistical tests. Stochastic differential equations and stochastic integrals. Numerical methods for solving problems in contemporary communications.

Literature:

  1. S. Primak, V. Kontorovich и V. Lyandres, Stochastic Methods and Their Applications to Communications, John Wiley & Sons, 2004
  2. Reuven Y. Rubinstein  and Dirk P. Kroese, Simulation and the Monte Carlo Method, 2nd edition, Wiley-Interscience, 2007
  3. M. Simon and M.S. Alouini, Digital Communications over Fading Channels, 2nd edition, Wiley-IEEE Press, 2005