Human-Centric AI for Vehicle Dynamics Control : With Methodology, Modelling and Simulation / by Baris Aykent

Von:

Aykent, Baris [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Studies in Systems, Decision and Control ; 494Verlag: Cham : Springer Nature Switzerland, 2025Verlag: Cham : Imprint: Springer, 2025Auflage: 1st ed. 2025Beschreibung: 1 Online-Ressource(XXI, 167 p. 76 illus., 75 illus. in color.)ISBN:

9783031856891

Schlagwörter:

629.8 23

DOI: DOI: 10.1007/978-3-031-85689-1Online-Ressourcen:

Zugang im Netz des KIT

Zusammenfassung: 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.Zusammenfassung: 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.PPN: PPN: 1922927627Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-INR | ZDB-2-SXIT

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