Project description
Innovative take-over control system for conditionally automated vehicles
The rise of artificial intelligence, automation and digital technologies has led to an increase in automated and conditionally automated driving (CAD), which focuses on improving driver and passenger safety. However, producers must enhance the interactivity between CAD and the driver to implement safety effectively with current take-over control (TOC) systems not being optimised for the driver's immediate conditions. Supported by the Marie Skłodowska-Curie Actions (MSCA) programme the GENIUS project aims to develop a novel TOC system that uses real-time multimodal interaction systems and biometric sensors to adjust to driver readiness, physiological status and awareness. The system's overall aim is to improve safety and efficiency. GENIUS therefore paves the way to higher levels of vehicle automation and improved TOC.
Objective
In the midst of the automation revolution, the GENIUS project confronts a critical challenge, ensuring the seamless transition from autonomous to manual control, referred to as driver take-over control (TOC), within conditionally automated vehicles (CAD). As automation reshapes the transportation landscape, prioritizing safety during TOC is paramount. GENIUS introduces an innovative, real-time, multimodal interaction system tailored to optimize both the time and quality of TOC, leveraging biometric sensors to gauge driver readiness, awareness, and physiological status. This adaptable system dynamically adjusts TOC using interaction modalities while tailoring the experience to the unique characteristics of individual drivers.
Beyond its immediate applications, GENIUS holds the potential to enhance TOC in higher levels of vehicle automation. Through the integration of advanced machine learning techniques and comprehensive experiments within a sophisticated driving simulator, GENIUS seeks to redefine TOC prediction in a wide range of real-world driving scenarios. Embracing an interdisciplinary approach, the project collaborates with experts in psychology and the automotive industry, ensuring a comprehensive and effective solution. GENIUS represents a significant leap forward in driver safety and experience in the age of automation, contributing to a safer and more efficient future on our roads.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering control systems
- engineering and technology mechanical engineering mechatronics automation
- engineering and technology mechanical engineering vehicle engineering automotive engineering
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering sensors
- natural sciences computer and information sciences artificial intelligence machine learning
You need to log in or register to use this function
Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
-
HORIZON.1.2 - Marie Skłodowska-Curie Actions (MSCA)
MAIN PROGRAMME
See all projects funded under this programme
Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-TMA-MSCA-PF-EF - HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships
See all projects funded under this funding scheme
Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-MSCA-2023-PF-01
See all projects funded under this callCoordinator
Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
10129 Torino
Italy
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.