Advanced Lane Detection Model for the Virtual Development of Highly Automated Functions

04/15/2021
by   Philip Pannagger, et al.
0

Virtual development and prototyping has already become an integral part in the field of automated driving systems (ADS). There are plenty of software tools that are used for the virtual development of ADS. One such tool is CarMaker from IPG Automotive, which is widely used in the scientific community and in the automotive industry. It offers a broad spectrum of implementation and modelling possibilities of the vehicle, driver behavior, control, sensors, and environmental models. Focusing on the virtual development of highly automated driving functions on the vehicle guidance level, it is essential to perceive the environment in a realistic manner. For the longitudinal and lateral path guidance line detection sensors are necessary for the determination of the relevant perceiving vehicle and for the planning of trajectories. For this purpose, a lane sensor model was developed in order to efficiently detect lanes in the simulation environment of CarMaker. The so-called advanced lane detection model (ALDM) is optimized regarding the calculation time and is for the lateral and longitudinal vehicle guidance in CarMaker.

READ FULL TEXT

page 3

page 4

page 7

research
11/09/2020

Software Framework for Testing of Automated Driving Systems in a Dynamic Traffic Environment

Virtual testing of automated driving systems (ADS) has become an essenti...
research
09/15/2022

Efficient Perception, Planning, and Control Algorithms for Vision-Based Automated Vehicles

Owing to resource limitations, efficient computation systems have long b...
research
03/01/2021

Automatic Generation of Challenging Road Networks for ALKS Testing based on Bezier Curves and Search

In this paper, we outline an approach for automatic generation of challe...
research
06/12/2019

Co-modelling of Agricultural Robotic Systems

Automated and robotic ground-vehicle solutions are gradually becoming pa...
research
05/24/2023

Automated Driving Architecture and Operation of a Light Commercial Vehicle

This paper is on the automated driving architecture and operation of a l...
research
12/07/2021

Vision-Cloud Data Fusion for ADAS: A Lane Change Prediction Case Study

With the rapid development of intelligent vehicles and Advanced Driver-A...
research
07/08/2020

Sensor Fusion of Camera and Cloud Digital Twin Information for Intelligent Vehicles

With the rapid development of intelligent vehicles and Advanced Driving ...

Please sign up or login with your details

Forgot password? Click here to reset