Emerging Centralised Automotive E/E Architectures
Hardware, Software, Design Methodologies, Workshop Proceedings
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Beschreibung
This book presents a practical roadmap for developing dependable, scalable, and evolvable software-defined vehicles by combining AI-driven engineering, data-centric architectures, and continuous verification. It enables faster deployment of reliable Level 4 autonomous functions while reducing development and validation effort through compliance-by-design methodologies.
Its novel contribution is the integration of Generative AI, digital twins, heterogeneous redundancy, and uncertainty-aware inference to bridge probabilistic AI with functional safety requirements. The book covers the entire Software-Defined Vehicle lifecycle, including hardware-software co-design, perception, V2X localization, adaptive vehicle systems, and verification. Intended for automotive engineers, researchers, and graduate students, it serves as both a reference and a practical guide for automating development workflows and implementing scalable assurance for next-generation intelligent vehicles.
This book presents a practical roadmap for developing dependable, scalable, and evolvable software-defined vehicles by combining AI-driven engineering, data-centric architectures, and continuous verification. It enables faster deployment of reliable Level 4 autonomous functions while reducing development and validation effort through compliance-by-design methodologies.
Its novel contribution is the integration of Generative AI, digital twins, heterogeneous redundancy, and uncertainty-aware inference to bridge probabilistic AI with functional safety requirements. The book covers the entire Software-Defined Vehicle lifecycle, including hardware-software co-design, perception, V2X localization, adaptive vehicle systems, and verification. Intended for automotive engineers, researchers, and graduate students, it serves as both a reference and a practical guide for automating development workflows and implementing scalable assurance for next-generation intelligent vehicles.
Delivers an overview of current state-of-the-art hardware, software, design methods, and evolving AI advances Provides a timely publication from leading European research institutions Serves as an introduction in embedded or automotive technology
Autor*in
Alois Christian Knoll
Themen in »Emerging Centralised Automotive E/E Architectures«
Embedded Technology Automotive Technology Central Car Server FinFET Technology Chiplets High-Performance in-car Networking Car-To-X Communication E/E Architectures Neural Networks Functional Safety Large Language Models (LLM) Vision Language Models (VLM) Agentic AI Dependable AI Inference Agentic AI for Digital Twins and Simulation Scenarios