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 …

Performance of mobile LiDAR in real road driving conditions

J Kim, B Park, C Roh, Y Kim - Sensors, 2021 - mdpi.com
The performance of LiDAR sensors deteriorates under adverse weather conditions such as
rainfall. However, few studies have empirically analyzed this phenomenon. Hence, we …

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 …

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 …

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 …

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 …

Empirical analysis of autonomous vehicle's LiDAR detection performance degradation for actual road driving in rain and fog

J Kim, B Park, J Kim - Sensors, 2023 - mdpi.com
Light detection and ranging (LiDAR) is widely used in autonomous vehicles to obtain
precise 3D information about surrounding road environments. However, under bad weather …

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 …

Weather influence and classification with automotive lidar sensors

R Heinzler, P Schindler, J Seekircher… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
Lidar sensors are often used in mobile robots and autonomous vehicles to complement
camera, radar and ultrasonic sensors for environment perception. Typically, perception …

SMART-Degradation: A Dataset for LiDAR Degradation Evaluation in Rain

C Zhang, Z Huang, BXL Tung… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Sensor degradation is one of the major challenges for autonomous driving. During the rain,
the interference from raindrops can negatively influence LiDAR measurements. For …