Generative AI for smarter CCAM: enhancing perception, decision-making, and validation (CCAM Partnership)

Call UE del programma Horizon Europe (HORIZON), bando "BATTERIES and MOBILITY" (HORIZON-CL5-2026-10). Tipo di azione: HORIZON Research and Innovation Actions. Stato: aperta. Prossima scadenza: 08/10/2026 (single-stage). Testo ufficiale (in inglese): Scope: Pilots and demonstrations using Level 3 and 4 vehicle services face major challenges in perception and decision making, highlighting the necessity for low-latency solutions that enhance responsiveness and situational awareness in real-time operating conditions. This is especially relevant for driving in more complex environments like urban areas, where environmental variance is higher and where new scenarios can be regularly encountered. Furthermore, there is the need to limit the latency, bandwidth and energy use for on-board calculations, as well as the need to enhance the security, privacy and reliability (e.g. scene understanding and prediction of near-future scenario development). For rapid decision-making in interactions with VRUs, this is essential for implementing CCAM-enabled solutions and ensuring scalability. At the same time, developments of sector-agnostic technologies show advancements -such as GenAI- that can be beneficial for CCAM. First exploratory steps can be expected from a project funded under HORIZON-CL5-2023-D6-01-02[1] regarding the potential in the virtual generation of edge cases, which could be used for the development, training, virtual testing and validation of CCAM systems. Further…