Semester 7


Course: Analysis and Simulation of Communication Networks



Course Code: Υ2
Course Level: Undergratuate
Obligatory/Elective: Obligatory
Semester: 7
Division: Division of Telecommunications
Group: Main Course
ECTS Credits: 5
Hours Per Week: 4
Website: eclass.uowm.gr/courses/ICTE175/
Language: Greek
Content:

Basic Simulation Modelling. Systems, Models and Simulation. Different simulation types. Monte Carlo Simulation. Queueing system simulation. Modeling complex systems. Simulation Software (Matlab, ns-2/3, Opnet, OmNET ++, NetSim). Selecting input probability distributions. Generating random numbers and random variates. Statistical analysis of simulation output: Means, variances, confidence intervals etc). Simulation of Communication Systems and Networks. Verification, validation, and accreditation through Simulation.

Learning Results:

Upon successful completion of this course, students will be able:

  • to understand the main modeling and simulation issues.
  • to perceive and utilize Monte Carlo technique.
  • to develop programming techniques using event-driven simulation.
  • to design and produce random variables and input probability distribution.
  • to perform I/O statistical analysis in simulation frameworks.
  • to simulate main communication network protocols.
  • to manage the development of simulation programs.
  • to evaluate and collect simulation performance metrics.
Pre-requirements:

None

Teaching Methods:

Lectures, Labs, Lab Tasks, Semester Project

Validation:

Written final exam (60%), Lab Tasks (30%), Project Presentation (10%), Oral exam (20%)

Suggested Books:
  • Ρουμελιώτης, Σουραβλάς, Τεχνικές Προσομοίωσης, Εκδόσεις Τζιόλα, 978-960-418-372-2 2011.
  • Β. Τσαουσίδης, Ε. Μαμάτας, Ι. Ψαρράς, Ε. Κοσμίδης, Σ. Δημητρίου, Εργαστηριακά Μαθήματα στα Δίκτυα και Διαδίκτυα Υπολογιστών, Εκδόσεις Κλειδάριθμος, 2010.
  • A. M. Law W. D. Kelton, “Simulation Modeling and Analysis, McGraw-Hill, Inc, 1991.
  • H. Perros, “Computer Simulation Techniques - The Definitive Introduction", 2003.
Lecturer: Sarigiannidis Panagiotis