Traffic Theory

(German: Nachrichtenverkehrstheorie)

 
Dr.-Ing. Rico Radeke Dipl.-Ing. Vincent Latzko
Lecturer: Dr.-Ing. Rico Radeke
Assistant: Dipl.-Ing. Vincent Latzko

Overview

This course offers the theoretical base and practical methods for modelling, analysis, and performance investigation of communication systems. The students will learn how to use known formulas for traffic theory problems. The abstraction from reality to model will be done for different practical applications and networks.

Topics covered are:
  • Introduction and Examples
  • Probabilities, Random Distributions, Moments, Properties of distributions
  • Random processes
  • System modelling using traffic theory, terminology, classification, performance measures
  • Little’s law, PASTA, BASTA
  • Theory of Marcov chains (discrete and continous time)t
  • Examples of communication systems to be analyzed with Markov chains
  • Outlook on further tools (matrix analysis, fluid-flow, software tools, Jackson networks, Gordon-Newell, BCMP, Mean value analysis, network calculus (deterministic, stochastic)

Course Schedule

Lectures (L) and Exercises (E), without strict pattern:
Thursday 13:00-14:30 (even weeks), TOE 317
Friday 11:10-12:40 (weekly), BAR 205

DateRoomTopic
13.04.18BAR 205L1: Introduction to Course, Course Overview, Learning Agreement, Examples, Probabilities, Random Distributions
19.04.18TOE 317L2: Discrete random distributions
20.04.18BAR 205E1: Random distributions
27.04.18BAR 205L3: Continous random distributions
03.05.18TOE 317L4: Moments and stochastic processes
04.05.18BAR 205L5: Markovian chains with discrete time
11.05.18BAR 205L6: Markovian chains with continous time
17.05.18TOE 317E2: Markovian chains with discrete time
18.05.18BAR 205E3: Markovian chains I
31.05.18TOE 317L7: Global and Local Stability, Equilibrium
01.06.18BAR 205L8: Kolmogorov Forward and Backward Equations
08.06.18BAR 205L9: Multi dimensional Markovian chains
14.06.18TOE 317E4: Markovian chains with continous time II
15.06.18BAR 205L10: Theory of Markovian Chains
22.06.18BAR 205L11: Queues, Kendall, Little
28.06.18TOE 317L12: Analytic Evaluation of Queueing Systems
29.06.18BAR 205E5: Queueing Systems
06.07.18BAR 205L13: M/GI/1/inf
12.07.18TOE 317L14: Wrap Up
13.07.18BAR 205E6: exam examples I
20.07.18BAR 205E7: exam examples II
t.b.d.t.b.d.Consultation
t.b.d.t.b.dExam

Module Number

ET-12 10 05
Module Description in Diplomprüfungsordnung

Material

Material is uploaded to OPAL.

Exam

written, 120min

Exercises

Exercises will be on discussion base between students and teaching assistant to focus on unsolved problems.

 


5glab


Contact

+49 351 463-33942

+49 351 463-37163

 

Technische Universität Dresden
Faculty of Electrical and Computer Engineering
Institute of Communication Technology
Deutsche Telekom Chair of Communication Networks
01062 Dresden, Germany