학술논문

Shuttle2X -Overcoming Operational Borders of Autonomous Shuttles by Infrastructure Support
Document Type
Conference
Source
2024 IEEE Intelligent Vehicles Symposium (IV) Intelligent Vehicles Symposium (IV), 2024 IEEE. :390-396 Jun, 2024
Subject
Communication, Networking and Broadcast Technologies
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Fault tolerance
Roads
Fault tolerant systems
Safety
Artificial intelligence
Vehicle-to-everything
Standards
V2X
automated driving
collective perception
Language
ISSN
2642-7214
Abstract
Automated shuttles are currently limited to very simple and clear scenarios, e.g. with dedicated lanes, low traffic density and little flexibility in interaction with other road users. Furthermore, the vehicles are always monitored by a safety driver and the systems are highly adapted to a certain route and only suitable for one specific application. This whitepaper presents the general test site architecture, algorithmic challenges and a general overview of the German research project "Shuttle2X". It has the aim to go significantly beyond these dedicated solutions currently found in very isolated environments. This is achieved by expanding the operating area through research and development of new technologies, in particular through a connection to an intelligent infrastructure and selective expansion of automated driving (AD) capabilities as well as a highly reliable and functional safe communication with the infrastructure at dedicated and essential route points. For this purpose, functional algorithms are also being further developed using artificial intelligence (AI) processes by considering fault tolerance in order to enable robust self-driving operation and thus ultimately contribute to a replacement of the safety driver.