DS1MIS - Modeling and Simulation of Radio Networks

Course specification
Course title Modeling and Simulation of Radio Networks
Acronym DS1MIS
Study programme Electrical Engineering and Computing
Module Telecommunications and Information Technologies
Type of study doctoral studies
Lecturer (for classes)
Lecturer/Associate (for practice)
    Lecturer/Associate (for OTC)
      ESPB 9.0 Status elective
      Condition none
      The goal Mastering methods and tools for modeling, simulation and optimization of modern radio networks.
      The outcome After completing the course, student should know - to choose a suitable optimization method, - to model a radio network subsystem, - to carry out the simulation procedures, - to optimize the radio network subsystem.
      Contents of lectures Modern optimization methods (artificial neural networks, kernel-based learning methods, Monte Carlo,...). Database types necessary for modeling. Propagation channel modeling. Radio network modeling and optimization. Simulation of the radio system. Modeling, simulation and optimization of traffic procedures in a multi-service radio systems. Core network modeling.
      Contents of exercises theoretical and practical independent research work
      1. 3GPP specifications. (Original title)
      2. IETF RFCs. (Original title)
      3. IEEE technical literature, (Original title)
      4. H. M. Hasoun, Fundamentals of Artificial Neural Networks, Massachusetts Institute of Technology (1995) (Original title)
      5. C. M. Bishop, Pattern recognition and machine learning, Springer Science+Business Media, LLC, New York, USA, 2006. (Original title)
      Number of hours per week during the semester/trimester/year
      Lectures Exercises OTC Study and Research Other classes
      Methods of teaching Mentor approach.
      Knowledge score (maximum points 100)
      Pre obligations Points Final exam Points
      Activites during lectures 0 Test paper 0
      Practical lessons 0 Oral examination 30
      Projects 70
      Colloquia 0
      Seminars 0