State of the art VR Driving Simulation for Physical Test Car Using LiDAR for Mapping the Surrounding Environment
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Ajakirja pealkiri
Ajakirja ISSN
Köite pealkiri
Kirjastaja
Tartu Ülikool
Abstrakt
The LiDAR (Light detection and ranging) sensor is a sensor that calculates the distance
from the point based on the light reflected from the given surface. It creates a 3D
representation of the surveyed environment. There are a lot of different usages in the
automotive industry that are being discussed and developed in the autonomous vehicles
market. As the usage of the LiDaAR sensors increases in different areas, the overall
price of the LiDAR decreases, making it more accessible. As it gets more accessible,
we can find more uses for this. One of the ideas was to create a remotely controllable
vehicle that could reconstruct the surrounding environment. This thesis focuses on
using the cost-effective time-of-flight LiDAR sensor Cygbot CygLiDAR D1 [31] with a
controllable donkey car to create a virtual world based on the scanned points. A literature
survey was recently conducted to find out what methods to use to localize and map the
donkey car and how to reconstruct the environment in the virtual world. During the
thesis, a working solution is built as a single working pipeline.
Kirjeldus
Märksõnad
LiDAR, SLAM, modelling, localization