Radar in the Rain: Understanding and Simulating Environmental Effects on ADAS Radar Sensors

D Wachtel, T Rothmeier… - 2024 IEEE Radar …, 2024 - ieeexplore.ieee.org
Advanced driver assistance systems (ADAS) depend heavily on clear and precise
environmental perception. It is a known issue that vision-based sensors, like cameras and …

Simulation and Validation of Automotive Radar Performance with Water Spray Over Radome

D Wachtel, T Rothmeier, L Cristofoli… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Accurate environmental perception is essential for advanced driver assistance systems
(ADAS). Vision-based sensors underperform in bad weather, while radar, which performs …

A model-based approach to simulate rain effects on automotive surround sensor data

S Hasirlioglu, A Riener - 2018 21st International Conference on …, 2018 - ieeexplore.ieee.org
Intelligent vehicles use surround sensors to perceive their local environment. However,
already small errors in sensor data measurement and interpretation can lead to severe …

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 …

A general approach for simulating rain effects on sensor data in real and virtual environments

S Hasirlioglu, A Riener - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Driving automation systems typically use surround sensors to perceive their local
environment. Accidents with automated vehicles have shown that errors in sensor data …

Investigation of ADAS/ADS Sensor and System Response to Rainfall Rate

JB Cowan, L Stowe - 2024 - vtechworks.lib.vt.edu
Advanced driver assistance systems (ADAS) and automated driving systems (ADS) rely on a
variety of sensors to detect objects in the driving environment. It is well known that rain has a …

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 …

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 …

Experimental Verification of Rainfall Impact on Sparse Array Radar

T Kawaguchi, K Shinotsuka… - 2024 IEEE Radar …, 2024 - ieeexplore.ieee.org
Over the last years, millimeter-wave radars have been established as automotive sensors.
Generally, radars deal better than optical sensing modalities with adverse weather …

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 …