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 …

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 …

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 …

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 …

Method and applications of LiDAR modeling for virtual testing of intelligent vehicles

J Zhao, Y Li, B Zhu, W Deng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the common use of lidar sensors on intelligent vehicles, the simulation of lidar in
autonomous driving is necessary. This study proposes an innovative lidar modeling method …

Survey on lidar perception in adverse weather conditions

M Dreissig, D Scheuble, F Piewak… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Autonomous vehicles rely on a variety of sensors to gather information about their
surrounding. The vehicle's behavior is planned based on the environment perception …

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 …

What happens for a ToF LiDAR in fog?

Y Li, P Duthon, M Colomb… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
By transmitting lasers and processing laser returns, LiDAR (light detection and ranging)
perceives the surrounding environment through distance measurements. Because of high …

The impact of adverse weather conditions on autonomous vehicles: How rain, snow, fog, and hail affect the performance of a self-driving car

S Zang, M Ding, D Smith, P Tyler… - IEEE vehicular …, 2019 - ieeexplore.ieee.org
Recently, the development of autonomous vehicles and intelligent driver assistance systems
has drawn a significant amount of attention from the general public. One of the most critical …