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Thesis topic proposal
 
Balázs Kulcsár
Tamás Tettamanti
Modeling and control of road traffic considering autonomous public transportation

THESIS TOPIC PROPOSAL

Institute: Budapest University of Technology and Economics
transportation and vehicle engineering
Kálmán Kandó Doctoral School of Transportation and Vehicle Engineering

Thesis supervisor: Tamás Tettamanti
co-supervisor: Balázs Kulcsár
Location of studies (in Hungarian): Dept. of Control for Transportation and Vehicle Systems
Abbreviation of location of studies: KJIT


Description of the research topic:

Detailed description of the research:

a) Background:
Autonomous vehicles that are currently under development and testing are soon to be introduced to public roads. These vehicles will form a special class of vehicles in the traffic composition, and their effect on traffic flow is a topic worthy of research. In the coming decades automation of public transport vehicles shows great potential.

b) Goal of research:
The goal of the research is twofold. First, complex analysis of the impact of autonomous vehicles on traffic flow. Second, research of possible traffic control algorithms with focus on autonomous public transport vehicles.
Develop realistic traffic flow models which can capture the effect of autonomous vehicles and suitable for modern control applications.
Research of advanced modeling, control and estimation methods are also intended. Apply the learned techniques in the field of traffic modeling, autonomous vehicles and public transport (e.g. V2I/V2V technology, platooning, signalized intersection control).

c) Main tasks of research:
• State-of-the-art literature research: modern control theory, traffic modeling etc.
• Modeling and simulation of an urban traffic network.
• Research of modeling and control problems of public transport vehicles.
• Analysis, test and validation of the developed models and control
algorithms using measurements or simulation results.

d) HW/SW tools provided for research:
• PC,
• MATLAB, VISSIM, VISUM SW licenses

e) Minimum expected scientific results:
• Two papers in international SCI indexed journals.
• Three articles in international conference papers.

f) Bibliography:
• Luspay T., Tettamanti T., Varga I.: Forgalomirányítás, Közúti járműforgalom modellezése és irányítása, ISBN 978-963-279-665-9, Typotex Kiadó Budapest, 2011
• T. Tettamanti, I. Varga, B. Kulcsár, T. Péni, and T. Luspay. Robust control for urban road traffic networks. IEEE Transactions on Intelligent Transportation Systems, Vol. 15(1), pp. 385-398 doi: 10.1109/TITS.2013.2281666, 2014
• T. Tettamanti, I. Varga, Zs. Szalay: Impacts of autonomous cars from a traffic engineering perspective, Periodica Polytechnica ser. Transp. Eng., 2016, Vol. 44. No.4. pp. 244-250, doi: 10.3311/PPtr.9464

Required language skills: English (min. medium level)
Further requirements: 
proper knowledge of control theory and informatics (basic programming)

Number of students who can be accepted: 1

Deadline for application: 2017-05-03


2024. IV. 17.
ODT ülés
Az ODT következő ülésére 2024. június 14-én, pénteken 10.00 órakor kerül sor a Semmelweis Egyetem Szenátusi termében (Bp. Üllői út 26. I. emelet).

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )