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Title:
Razvoj realno-časovnega krmiljenja za avtonomno vozilo Genesis II : magistrsko delo
Authors:
ID
Hertiš, Žan
(
Author
)
ID
Rojc, Matej
(
Mentor
)
More about this mentor...
Files:
MAG_Hertis_Zan_2025.pdf
(3,30 MB)
MD5: 189F4B8DA646526069CA8F18C34783C4
Language:
Slovenian
Work type:
Master's thesis/paper
Typology:
2.09 - Master's Thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
V nalogi predstavljamo razvoj sistema za zaznavanje voznega pasu ter pridobitev ključnih vhodnih podatkov, potrebnih za krmiljenje mobilne platforme Genesis II. V nalogi je podrobno predstavljena zasnova napovednega krmilnika z modelom (MPC) za določanje krmilnega kota koles na podlagi teh informacij. Razvoj napovednega krmilnika je bil izveden z uporabo orodja Simulink. Za potrebe testiranja na mobilni platformi Genesis II, smo razvili tudi uporabniško aplikacijo ter komunikacijski sklop za brezžično povezavo med platformo in aplikacijo.
Keywords:
Avtonomno vozilo
,
MPC krmilnik
,
zaznava voznega pasu
,
kinematični model kolesa
Place of publishing:
Maribor
Place of performance:
Maribor
Publisher:
[Ž. Hertiš]
Year of publishing:
2025
Number of pages:
1 spletni vir (1 datoteka PDF (IX, 66 str.))
PID:
20.500.12556/DKUM-93477
UDC:
681.51:629.3.05.014.9(043.2)
COBISS.SI-ID:
245849603
Publication date in DKUM:
13.08.2025
Views:
146
Downloads:
39
Metadata:
Categories:
KTFMB - FERI
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Licences
License:
CC BY 4.0, Creative Commons Attribution 4.0 International
Link:
http://creativecommons.org/licenses/by/4.0/
Description:
This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:
27.06.2025
Secondary language
Language:
English
Title:
Development of real-time control for autonomous vehicle Genesis II
Abstract:
The thesis presents the development of a lane detection system and the extraction of key input data required for vehicle control. It further describes the design of a Model Predictive Controller (MPC) for determining the steering angle based on this information. The development of model predictive controller was carried out using Simulink. For testing purposes on the Genesis II mobile platform, we also developed a user application and a communication module for wireless connection between the platform and the application.
Keywords:
autonomous vehicle
,
MPC controller
,
lane detection
,
kinematic bicycle model
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