13D031MIS - Modeling and Simulation of Radio Networks

Course specification
Course title Modeling and Simulation of Radio Networks
Acronym 13D031MIS
Study programme Electrical Engineering and Computing
Module Telecommunications
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.
        2. IETF RFCs.
        3. IEEE technical literature,
        4. H. M. Hasoun, Fundamentals of Artificial Neural Networks, Massachusetts Institute of Technology (1995)
        5. C. M. Bishop, Pattern recognition and machine learning, Springer Science+Business Media, LLC, New York, USA, 2006.
        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
        Colloquia 0
        Seminars 70