Next generation radar sensors in automotive sensor fusion systems
Радары нового поколения в автомобильных системах объединения данных от сенсоров
2017-10-01
SCID: 54.1/355v29nr
Discuss with AI
LIDARautomotive radar sensorsautonomous drivingenvironment perceptionsensor fusion systems
Figures from the paper
Abstract (AI)
During the last decades, radar sensors have become an established component in assisted driving systems. Light detection and ranging (LIDAR) sensors are commonly perceived as the key technology to enable fully autonomous driving, but are still expensive. Recent advances in radar technology, enable modern radar sensors to sense the environment in higher detail, thus adding significant value to the environment perception quality of a sensor fusion system. Due to their performance, reliability, and cost-efficiency, modern radar sensors will be a crucial element in future autonomous vehicles. In this paper we give an overview of the current state-of-the-art of automotive radar sensors and their potential in future vehicles and data fusion systems. We want to show that modern radar sensors add significant value to automotive environment perception in order to enable fully automated driving. Additionally, challenges arising with the integration of new radar sensors and remaining issues are discussed.
Key Findings
1
Advanced radar sensors may provide important capabilities for fully automated driving while offering a more affordable alternative or complement to LIDAR.
2
Because of their performance, reliability, and cost-efficiency, modern radar sensors are positioned as crucial components of future autonomous vehicles.
3
Enhanced radar sensing significantly improves environment-perception quality when integrated into automotive sensor-fusion systems.
4
Modern radar sensors can perceive the automotive environment in substantially greater detail due to recent technological advances.
5
The integration of next-generation radar sensors introduces challenges and unresolved issues that must be addressed for future vehicles and data-fusion systems.
Research Object
modern automotive radar sensors in autonomous-vehicle sensor fusion systems
Research Subject
their contribution to environment perception quality, integration challenges, and remaining issues for fully automated driving
Publication Details
Publication Date
2017-10-01
Journal
Publisher
ISSN
Access Type
Author Information
Download PDF
Subscribe to digest