MS1PPR - Principles of Positioning in Radio Systems

Course specification
Course title		Principles of Positioning in Radio Systems
Acronym		MS1PPR
Study programme		Electrical Engineering and Computing
Module		System Engineering and Radio Communications
Type of study		master academic studies
Lecturer (for classes)		professor PhD Mirjana Simić Pejović
Lecturer/Associate (for practice)		professor PhD Mirjana Simić Pejović
Lecturer/Associate (for OTC)		professor PhD Mirjana Simić Pejović
ESPB		6.0	Status	elective
Condition		Passed exam: Radio systems (OT4RS)
The goal		Introduce students to the principles and methods of positioning in radio systems. The aim is to introduce the mathematical approach to determining the user location in the radio systems (probabilistic and deterministic), the parameters that can be used to determine location and characteristics of the positioning in the various radio systems (satellite-GPS, cellular-GSM, UMTS, LTE, indooor-WLAN).
The outcome		Upon completion of the course, students should be able: - To determine user location in different types of radio systems - To assess the accuracy of the positioning process - To propose solutions to increase positioning accuracy - To evaluate the services in accordance with the possibilities of positioning.
Contents
Contents of lectures		- Coordinate systems and map projections - The parameters of signals that can be used for positioning (time, power, angle, ...) - Sources of errors in positioning - Deterministic positioning methods (angulation, circular and hyperbolic lateration) - Probabilistic positioning methods - Fingerprinting positioning method - Positioning in GSM, UMTS, LTE, GPS, WLAN
Contents of exercises		LAB
Literature
A. Küpper, “Location-based services”, John Wiley & Sons, ISBN 978-0-470-09231-6, Chichester (2005). (Original title) A. Bensky, “Wireless Positioning Technologies and Applications”, Artech House, ISBN 978-1-59693-130-5, Norwood (2008). (Original title) R. Prasad, M. Ruggieri, “Applied satellite navigation using GPS, GALILEO, and augmentation systems”, Artech House, ISBN 1-58053-814-2, Boston/London (2005). (Original title) Figuera J. and Frattasi S, “Mobile Positioning and Tracking From Conventional to Cooperative Techniques”, John Wiley & Sons Ltd, London, 2010. (Original title)
Number of hours per week during the semester/trimester/year
Lectures	Exercises	OTC	Study and Research	Other classes
3	1	1
Methods of teaching		Lectures, exercises, laboratory exercises, colloquiums, exams.
Knowledge score (maximum points 100)
Pre obligations		Points	Final exam	Points
Activites during lectures		0	Test paper	50
Practical lessons		0	Oral examination	0
Projects		0
Colloquia		50
Seminars		0