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 …

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 …

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 …

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 …

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 …

Review on lidar technology

N Mehendale, S Neoge - Available at SSRN 3604309, 2020 - papers.ssrn.com
Abstract The LiDAR (Light Detection And Ranging) technology has been in existence since
the 1960s. The advancement in technology has made LiDAR a popular sensor nowadays …

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 …

Automotive LIDAR sensor development scenarios for harsh weather conditions

M Kutila, P Pyykönen, W Ritter… - 2016 IEEE 19th …, 2016 - ieeexplore.ieee.org
This article focuses on development baseline for a novel LIDAR for future autonomous cars,
which require perception not only in clear weather, but also under harsh weather conditions …

Performance test of autonomous vehicle lidar sensors under different weather conditions

L Tang, Y Shi, Q He, AW Sadek… - Transportation research …, 2020 - journals.sagepub.com
This paper intends to analyze the Light Detection and Ranging (Lidar) sensor performance
on detecting pedestrians under different weather conditions. Lidar sensor is the key sensor …