Wind-driven rain effects on automotive camera and LiDAR performances

WY Pao, L Li, M Agelin-Chaab - 2022 - era.library.ualberta.ca
Modern vehicles are equipped with Advanced Driver Assistance Systems (ADAS) that rely
heavily on a variety of sensors such as LiDAR, RADAR, SONAR, and camera to capture …

A soiling mitigation method to enhance the performance of ADAS in precipitation

WY Pao, L Li, M Agelin-Chaab - SAE International Journal of Advances and …, 2022 - sae.org
The emergence of autonomous driving technology has tremendous mobility and social-
economic benefits. Autonomous vehicles (AVs) rely on various sensors for environmental …

Radar in the Rain: Understanding and Simulating Environmental Effects on ADAS Radar Sensors

D Wachtel, T Rothmeier… - 2024 IEEE Radar …, 2024 - ieeexplore.ieee.org
Advanced driver assistance systems (ADAS) depend heavily on clear and precise
environmental perception. It is a known issue that vision-based sensors, like cameras and …

Perceived rain dynamics on hydrophilic/hydrophobic lens surfaces and their influences on vehicle camera performance

WY Pao, L Li, M Agelin-Chaab - Transactions of the Canadian …, 2024 - cdnsciencepub.com
Cameras are increasingly used in modern vehicles equipped with advanced driver
assistance systems (ADAS) to collect environmental information. Cameras suffer …

The effect of rainfall and illumination on automotive sensors detection performance

H Li, N Bamminger, ZF Magosi, C Feichtinger, Y Zhao… - Sustainability, 2023 - mdpi.com
Vehicle safety promises to be one of the Advanced Driver Assistance System's (ADAS)
biggest benefits. Higher levels of automation remove the human driver from the chain of …

[PDF][PDF] A Method of Evaluating ADAS Camera Performance in Rain–Case Studies with Hydrophilic and Hydrophobic Lenses

WY Pao, L Li, M Agelin-Chaab - Proceedings of the …, 2023 - savoirs.usherbrooke.ca
Advanced driver assistance systems (ADAS) are increasingly being equipped in modern
vehicles to provide safety warnings and autonomous functions. Cameras are a key …

A methodology to model the rain and fog effect on the performance of automotive lidar sensors

A Haider, M Pigniczki, S Koyama, MH Köhler, L Haas… - Sensors, 2023 - mdpi.com
In this work, we introduce a novel approach to model the rain and fog effect on the light
detection and ranging (LiDAR) sensor performance for the simulation-based testing of …

A model-based approach to simulate rain effects on automotive surround sensor data

S Hasirlioglu, A Riener - 2018 21st International Conference on …, 2018 - ieeexplore.ieee.org
Intelligent vehicles use surround sensors to perceive their local environment. However,
already small errors in sensor data measurement and interpretation can lead to severe …

Investigation of Automotive LiDAR Vision in Rain from Material and Optical Perspectives

WY Pao, J Howorth, L Li, M Agelin-Chaab, L Roy… - Sensors, 2024 - mdpi.com
With the emergence of autonomous functions in road vehicles, there has been increased
use of Advanced Driver Assistance Systems comprising various sensors to perform …

The Impact of Rain on Image Quality From Sensors on Connected and Autonomous Vehicles

T Brophy, D Mullins, R Cormican… - IEEE Open Journal …, 2025 - ieeexplore.ieee.org
As automated vehicles progress toward increasing levels of autonomy, the need for
thorough testing of such systems in all relevant environments increases. These safety-critical …