Moses - Game Theory in Wireless Communication Networks

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Diese Modulbeschreibung gilt nicht im aktuellen Semester.

Die Modulbeschreibung gilt nur für den Zeitraum WS 2017/18 - SS 2018.

Module / Version:
#40884 / #1

Validity:
WS 2017/18 - SS 2018

Default display language:
English

Module title:
Game Theory in Wireless Communication Networks

Credits:
6

Responsible person:
Maghsudi, Setareh

Grading:
benotet

Type of exam:
Portfolioprüfung

Zugehörigkeit

Faculty:
Fakultät IV

Institute:
Institut für Telekommunikationssysteme

Area of expertise:
34331800 FG Netzwerk- und Informationstheorie

Prüfungsausschuss:
No information

Kontakt

Office:
No information

Contact person:
Stanczak, Slawomir

E-mail address:
sekretariat@netit.tu-berlin.de

Website:

https://www.netit.tu-berlin.de/menue/lectures/

Learning Outcomes

The module is developed to provide an introduction to game theory and mechanism design, with an emphasis on applications in next generation wireless networks. It consists of two courses in sequence. In the first course, which is held in the conventional frontal teaching form, basic game-theoretical models and concepts are introduced. The second course is a combination of lecture and seminar. In the first few weeks, emerging wireless networking architecture and concepts, together with open challenges and research directions, are discussed by the lecturer. The rest of the course is then held in the seminar form, where students present research works in which the challenges are addressed by using game theory.

Content

A. Introduction to Game Theory: 1. Strategic Form Games 2. Equilibrium Concepts (Nash and Correlated Equilibrium) 3. Potential Games 4. Learning in Games 5. Repeated Games 6. Extensive Form Games 7. Games with Incomplete Information 8. Nash Bargaining Solution 9. Brief Introduction to Auction Theory and Mechanism Design 10. Brief Introduction to Cooperative Games (Tentative) 11. Brief Introduction to Market Design and Exchange Economy (Tentative) 12. Brief Introduction to Evolution (Tentative) B. Application of Game Theory in Wireless Communications: 1. Power Control 2. Spectrum Allocation and Channel Selection 3. User-cell Association 4. Relay Selection 5. Load Balancing and Task Allocation 6. Security

Module Components

Pflichtgruppe:

All Courses are mandatory.

Course Name	Type	Number	Cycle	Language	SWS	VZ
Application of Game Theory in Wireless Communications	IV	34332400 L 002	SoSe	English	2
Introduction to Game Theory	VL	34332400 L 001	WiSe	English	2

Workload and Credit Points

Application of Game Theory in Wireless Communications (IV):

Workload description	Multiplier	Hours	Total
Course Attendance	15.0	2.0h	30.0h
Research Project Work	1.0	40.0h	40.0h
Seminar Talk Preparation	1.0	20.0h	20.0h
			90.0h(~3 LP)

Introduction to Game Theory (VL):

Workload description	Multiplier	Hours	Total
Course Attendance	15.0	2.0h	30.0h
Exam Preparation	1.0	30.0h	30.0h
Pre- and Post-processing	15.0	1.0h	15.0h
Take-home Problem Set	3.0	5.0h	15.0h
			90.0h(~3 LP)

The Workload of the module sums up to 180.0 Hours. Therefore the module contains 6 Credits.

Description of Teaching and Learning Methods

The course consists of two parts, the first part plus almost half of the second part is held in the conventional teaching form to provide the students with necessary knowledge. The second course also includes seminar in order to enhance the self-learning ability and presentation skills of students. Also a project is foreseen to apply the learned materials in a real-world networking problem, which improves the analytical and/or programming skills of students.

Requirements for participation and examination

Desirable prerequisites for participation in the courses:

Prerequisite to attend the first course are calculus and probability theory at the level of MSc students in engineering. Prerequisite to attend the second course is basic knowledge of wireless communications.

Mandatory requirements for the module test application:

This module has no requirements.

Module completion

Grading

graded

Type of exam

Portfolio examination

Type of portfolio examination

100 Punkte insgesamt

Language

English

Test elements

Name	Points	Categorie	Duration/Extent
(Deliverable Assessment) Take-home Problem Set	20	written	3 Problem sets
(Examination) Oral test/discussion	30	oral	20 min
(Deliverable Assessment) Seminar Presentation	20	oral	45 min
(Deliverable Assessment) Project Report	30	written	No lower and upper page limit defined

Grading scale

Notenschlüssel »Notenschlüssel 1: Fak IV (1)«

Gesamtpunktzahl	1.0	1.3	1.7	2.0	2.3	2.7	3.0	3.3	3.7	4.0
100.0pt	86.0pt	82.0pt	78.0pt	74.0pt	70.0pt	66.0pt	62.0pt	58.0pt	54.0pt	50.0pt

Test description (Module completion)

The final grade according to § 47 (2) AllgStuPO will be calculated according to Notenschlüssel 1 of Faculty IV.

Duration of the Module

The following number of semesters is estimated for taking and completing the module:
2 Semester.

This module may be commenced in the following semesters:
Winter- und Sommersemester.

Maximum Number of Participants

The maximum capacity of students is 20.

Registration Procedures

Beside the examination registration at QISPOS/Prüfungsamt within the first 6 weeks of the lecture period, no formal enrollment is required.

Recommended literature
A. Mas-Colell and M.D. Whinston, and J.R. Green, Microeconomic Theory, Oxford University Press, 1995
A. Ozduglar, Game Theory with Engineering Application, MIT OpenCourseWare, 2009
D. Fudenberg and D. Levine, The Theory of Learning in Games, MIT Press, 1998
D. Fudenberg and J. Tirole, Game Theory, MIT Press, 1991
K. Vijay, Auction Theory, Harvard University Press, 2008
M. Agiwal, A. Roy and N. Saxena, "Next Generation 5G Wireless Networks: A Comprehensive Survey," in IEEE Communications Surveys & Tutorials, vol. 18, no. 3, pp. 1617-1655, 2016.

Assigned Degree Programs

Semester:

Zeige auch ausgelaufene Studiengänge und StuPOs

This module is used in the following Degree Programs (new System):

	Studiengang / StuPO	StuPOs	Verwendungen	Erste Verwendung	Letzte Verwendung
This module is not used in any degree program.

Students of other degrees can participate in this module without capacity testing.

Miscellaneous

No information

Game Theory in Wireless Communication Networks