CARLA Simulator-Based Evaluation Framework Development of Lane Detection Accuracy Performance Under Sensor Blockage Caused by Heavy Rain for Autonomous Vehicle
Author:
Affiliation:
1. DGIST, Daegu, Republic of Korea
2. Kyungpook National University, Daegu, Republic of Korea
3. Korea Automobile Testing and Research Institute, Gyeonggi-do, Republic of Korea
Funder
Korea Agency for Infrastructure Technology Advancement
Ministry of Land, Infrastructure and Transport
Daegu Gyeongbuk Institute of Science and Technology
Ministry of Science and Information and Communications Technology of Korea
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Artificial Intelligence,Control and Optimization,Computer Science Applications,Computer Vision and Pattern Recognition,Mechanical Engineering,Human-Computer Interaction,Biomedical Engineering,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/7083369/9831196/09834062.pdf?arnumber=9834062
Reference28 articles.
1. Analysis of Impact of Rain Conditions on ADAS
2. A Control Testing Framework for automated driving functionalities using modular architecture with ROS/CARLA environment
3. LGSVL Simulator: A High Fidelity Simulator for Autonomous Driving
4. AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles
5. Deep Learning based Object Detection Model for Autonomous Driving Research using CARLA Simulator
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1. Lane Segmentation Data Augmentation for Heavy Rain Sensor Blockage Using Realistically Translated Raindrop Images and CARLA Simulator;IEEE Robotics and Automation Letters;2024-06
2. Multimodal Fusion Network for 3-D Lane Detection;IEEE Transactions on Neural Networks and Learning Systems;2024
3. A Study on Quantifying Sim2Real Image Gap in Autonomous Driving Simulations Using Lane Segmentation Attention Map Similarity;Lecture Notes in Networks and Systems;2024
4. Experimenting With an Efficient Driver Behavior Dynamical Model Applicable to Simulated Lane Changing Tasks;IEEE Access;2024
5. Modeling and Simulation in Developing Active Steering Controllers for Heavy Inland Vehicles: A Comprehensive Review;2023 IEEE 11th Conference on Systems, Process & Control (ICSPC);2023-12-16
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