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 benchmark for lidar sensors in fog: Is detection breaking down?

M Bijelic, T Gruber, W Ritter - 2018 IEEE intelligent vehicles …, 2018 - ieeexplore.ieee.org
Autonomous driving at level five does not only means self-driving in the sunshine. Adverse
weather is especially critical because fog, rain, and snow degrade the perception of the …

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 …

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 …

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 …

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 …

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 …

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 …

Light transmission in fog: The influence of wavelength on the extinction coefficient

P Duthon, M Colomb, F Bernardin - Applied Sciences, 2019 - mdpi.com
Featured Application This work gives some advice on choosing the best wavelengths for
active sensors working in the near-infrared spectral band (such as LiDARs or time-of-flight …

Testing and validation of automotive point-cloud sensors in adverse weather conditions

M Jokela, M Kutila, P Pyykönen - Applied Sciences, 2019 - mdpi.com
Light detection and ranging sensors (LiDARS) are the most promising devices for range
sensing in automated cars and therefore, have been under intensive development for the …