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Title:Development of real-time ARM-based control system for autonomous platform Genesis : master's thesis
Authors:ID Pučak, Hrvoje (Author)
ID Rojc, Matej (Mentor) More about this mentor... New window
Files:.pdf MAG_Pucak_Hrvoje_2021.pdf (1,83 MB)
MD5: AE98450991498A2A512C47F5F92CA186
PID: 20.500.12556/dkum/f3c4d280-fa25-43e6-957d-3f0e973d854c
 
Language:English
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Against the backdrop of technological advancement, machine learning and artificial intelligence, autonomous vehicles are also developing rapidly. In order for an autonomous vehicle to function properly, it is essential that the main system is provided lots of information about the vehicle, such as speed, orientation or battery state. Likewise, the system must control some actuators, such as drive motors and steering system. The specific objective of this thesis is to create an ARM-based module that will be a part of the Genesis II autonomous vehicle platform. The module is intended to accurately measure vehicle speed, estimate orientation and location, monitor the batteries, control drive motors and steering. The PCB layout of the module was developed by using Altium Designer, while the firmware was written in C programming language and by utilizing RTOS. Measurements were also performed to determine the accuracy of speed measurement process and to determine the accuracy of orientation and location estimations.
Keywords:ARM, autonomous vehicle, RTOS, Jetson TX2, magnetoresistive sensor, Genesis
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[H. Pučak]
Year of publishing:2021
Number of pages:XIV, 71 f.
PID:20.500.12556/DKUM-79131 New window
UDC:004.312.466.031.43(043.2)
COBISS.SI-ID:67802371 New window
Publication date in DKUM:02.06.2021
Views:1631
Downloads:84
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-ND 4.0, Creative Commons Attribution-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nd/4.0/
Description:Under the NoDerivatives Creative Commons license one can take a work released under this license and re-distribute it, but it cannot be shared with others in adapted form, and credit must be provided to the author.
Licensing start date:10.05.2021

Secondary language

Language:Slovenian
Title:Razvoj realno-časovnega krmilnega sistema za avtonomno platformo Genesis na platformi ARM
Abstract:V ozadju tehnološkega napredka, strojnega učenja in umetne inteligence se hitro razvijajo tudi avtonomna vozila. Za pravilno delovanje avtonomnega vozila je nujno, da ima glavni sistem na voljo veliko informacij o vozilu, kot so hitrost, usmerjenost ali stanje baterij. Prav tako mora sistem krmiliti nekatere pogone, kot so pogonski motorji in krmilni sistem. Posebni cilj te naloge je ustvariti modul, ki temelji na ARM mikrokrmilninku in bo del avtonomne platforme Genesis II. Modul je namenjen natančnemu merjenju hitrosti vozila, oceni usmeritve in lokacije, nadzoru baterij, krmiljenju pogonskih motorjev in krmiljenju. Strojna oprema modula je bila razvita z uporabo okolja Altium Designer, medtem ko je bila programska oprema napisana v programskem jeziku C in z uporabo RTOS. Meritve so bile opravljene tudi za določitev natančnosti postopka merjenja hitrosti in za določitev natančnosti ocen orientacije in lokacije.
Keywords:ARM, autonomous vehicle, RTOS, Jetson TX2, magnetoresistive sensor, Genesis


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