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 …

Analysis of automotive lidar sensor model considering scattering effects in regional rain environments

M Byeon, SW Yoon - IEEE Access, 2020 - ieeexplore.ieee.org
Automotive Lidar sensors are highly susceptible to their environment. One of its major
limitations results from the effects of rain environments, which should be seriously …

Performance verification of autonomous driving LiDAR sensors under rainfall conditions in darkroom

J Choe, H Cho, Y Chung - Sensors, 2023 - mdpi.com
This research aims to assess the functionality of the VLP-32 LiDAR sensor, which serves as
the principal sensor for object recognition in autonomous vehicles. The evaluation is …

Quantifying the influence of rain in LiDAR performance

A Filgueira, H González-Jorge, S Lagüela… - Measurement, 2017 - Elsevier
LiDAR systems emerge as one of the key systems for autonomous vehicles. The present
work quantifies the influence of rain in different LiDAR parameters: range, intensity, and …

A quantitative analysis of point clouds from automotive lidars exposed to artificial rain and fog

K Montalban, C Reymann, D Atchuthan, PE Dupouy… - Atmosphere, 2021 - mdpi.com
Light Detection And Ranging sensors (lidar) are key to autonomous driving, but their data is
severely impacted by weather events (rain, fog, snow). To increase the safety and …

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 …

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 …

Automotive LiDAR performance verification in fog and rain

M Kutila, P Pyykönen, H Holzhüter… - 2018 21st …, 2018 - ieeexplore.ieee.org
This article focuses on testing and investigating further development needs for LiDARs in
self-driving cars in adverse weather. The article compares two different LiDARs (Ibeo Lux …

Predicting the Influence of Rain on LIDAR in ADAS

C Goodin, D Carruth, M Doude, C Hudson - Electronics, 2019 - mdpi.com
While it is well known that rain may influence the performance of automotive LIDAR sensors
commonly used in ADAS applications, there is a lack of quantitative analysis of this effect. In …

The effect of spray water on an automotive LIDAR sensor: A real-time simulation study

JRV Rivero, T Gerbich, B Buschardt… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper presents the first of its kind real-time simulation of the effect of spray water on an
automotive LIDAR sensor. The simulation is based on physically measurable quantities in …