Human-centric AI for vehicle dynamics control : with methodology, modelling and simulation / / Baris Aykent

• Autore: Aykent Baris
• Pubblicazione: Cham : , : Springer, , [2025]; ©2025
• Descrizione fisica: 1 online resource (xxi, 167 pages) : illustrations
• Disciplina: 629.8
• Soggetto topico: Motor vehicles - Dynamics; Sliding mode control; Artificial intelligence - Engineering applications; Human-computer interaction; Intelligent transportation systems; Automation; Artificial intelligence; Control, Robotics, Automation; Artificial Intelligence
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Overview of Vehicle Dynamics and Control -- PID Control Approaches -- Linear Quadratic Regulator (LQR) -- Sliding Mode Control in Vehicle Dynamics -- Human-Centric Considerations in Vehicle Control.
• Sommario/riassunto: This book approaches its subject matter by merging advanced AI techniques with traditional vehicle dynamics control. It emphasizes human-centric design to improve safety, comfort, and personalization in automotive systems like active front steering (AFS) and electronic stability control (ESC). What’s new is its focus on human-centric AI, integrating adaptive systems that anticipate driver intent and balance automation with user engagement. The book spans from basic vehicle dynamics to AI-powered methods, targeting engineers, researchers, and students. It’s key for designing, testing, and optimizing control systems while addressing future challenges in autonomous and connected vehicles.
• Titolo autorizzato: Human-Centric AI for Vehicle Dynamics Control
• ISBN: 9783031856891; 3031856899
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910993938603321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in systems, decision and control ; ; v. 494. . 2198-4190