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TRIMIS

Trustworthy AI for CCAM

PROJECTS
Funding
European
European Union
Duration
-
Status
Ongoing
Geo-spatial type
Other
Total project cost
€5 965 630
EU Contribution
€5 965 630
Project website
Project Acronym
AI4CCAM
STRIA Roadmaps
Connected and automated transport (CAT)
Transport mode
Road icon
Transport policies
Safety/Security,
Digitalisation
Transport sectors
Passenger transport,
Active mobility

Overview

Call for proposal
HORIZON-CL5-2022-D6-01
Link to CORDIS
Objectives

Cooperative, connected and automated mobility will play a big role in the future of transportation. A first stop in this journey is to consider the capabilities and potential risks of AI. In this context, the EU funded AI4CCAM project will carry out simulation scenarios of road users interacting with automated vehicles. It will develop an open environment for integrating trustworthy-by-design AI models of vulnerable road users’ behaviour anticipation in urban traffic conditions. Specifically, the project will support AI-based scenarios management in which pedestrian and cyclist behaviour anticipation models will integrate visual gaze estimation and where explainable ego car trajectory prediction models are simulated with ethical dilemmas.

Considering Artificial Intelligence (AI) capabilities and potential risks, and taking into account its limitations, AI4CCAM will develop an open environment for integrating trustworthy-by-design AI models of vulnerable road user behaviour anticipation in urban traffic conditions, and accounting for improved road safety and user acceptance. Leveraging the Trustworthy AI guidelines for general intelligent software systems and the ethics recommendations for connected automated vehicles, AI4CCAM will support AI-based scenarios management in which pedestrian/cyclist behaviour anticipation models will integrate visual gaze estimation and where explainable ego car trajectory prediction models are simulated with ethical dilemmas and multiplied with generative adversarial networks and metamorphic testing techniques. The AI4CCAM open environment will include an interoperable digital framework for managing and generating AI-based urban-traffic scenarios in which trustworthy-by-design AI models can be tested and an online participatory space to foster acceptance of AI in automated driving, determine AI risks and identify biases in datasets and cyber-threats. Simulation scenarios of road users interacting with automated vehicles will be developed and evaluated in three complementary use cases covering the whole sense-plan-act paradigm and user acceptance. As such, the project will advance knowledge in building trustworthy-by-design AI-based solutions for CCAM applications.

Funding

Specific funding programme
HORIZON.2.5 - Climate, Energy and Mobility
HORIZON.2.5.7 - Clean, Safe and Accessible Transport and Mobility
HORIZON.2.5.8 - Smart Mobility
Other Programme
HORIZON-CL5-2022-D6-01-05 - Artificial Intelligence (AI): Explainable and trustworthy concepts, techniques and models for CCAM (CCAM Partnership)

Partners

Lead Organisation
Organisation
SIMULA RESEARCH LABORATORY AS
Address
KRISTIAN AUGUST GATE 23, 0164 Oslo, Norway
Organisation website
EU Contribution
€909 061
Partner Organisations
Organisation
BVA
Address
75 RUE SAINT JEAN, 31130 BALMA, France
EU Contribution
€429 000
Organisation
DEEP SAFETY GMBH
Address
RHEINSTRASSE 46, 12161 BERLIN, Germany
EU Contribution
€399 938
Organisation
SKODA AUTO AS
Address
TR VACLAVA KLEMENTA 869, 293 01 MLADA BOLESLAV II, Czechia
EU Contribution
€301 500
Organisation
VIRTUAL VEHICLE RESEARCH GMBH
Address
INFFELDGASSE 21 A, 8010 GRAZ, Austria
Organisation website
EU Contribution
€324 000
Organisation
INSTITUT MINES-TELECOM
Address
19 PLACE MARGUERITE PEREY, 91120 PALAISEAU, France
Organisation website
EU Contribution
€412 125
Organisation
INLECOM INNOVATION ASTIKI MI KERDOSKOPIKI ETAIREIA
Address
TATOIOU 11 KIFISSIA, 145 61 ATHINA, Greece
EU Contribution
€427 750
Organisation
UNION INTERNATIONALE DES TRANSPORTS PUBLICS
Address
RUE SAINTE MARIE 6, 1080 BRUXELLES, Belgium
Organisation website
EU Contribution
€219 000
Organisation
AKKODIS I&S SAS
Address
3 AVENUE DU CENTRE IMMEUBLE ALBERO, 78280 GUYANCOURT, France
EU Contribution
€479 000
Organisation
TTS Italia
Address
Via Flaminia 388, 00196 Roma, Italy
Organisation website
EU Contribution
€410 250
Organisation
INSTITUT DE RECHERCHE TECHNOLOGIQUE SYSTEM X
Address
2 BD THOMAS GOBERT, 91120 PALAISEAU, France
EU Contribution
€589 781
Organisation
CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
Address
RUE MICHEL ANGE 3, 75794 PARIS, France
Organisation website
EU Contribution
€368 725
Organisation
IMT TRANSFERT
Address
19 PLACE MARGUERITE PEREY, 91120 PALAISEAU, France
EU Contribution
€357 750
Organisation
BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION
Address
CALLE JORDI GIRONA 31, 08034 BARCELONA, Spain
Organisation website
EU Contribution
€337 750

Technologies

Technology Theme
Road and traffic management systems
Technology
Traffic behaviour assessment in relation to classes of autonomous driving
Development phase
Demonstration/prototyping/Pilot Production

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