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Human-centric AI for vehicle dynamics control = with methodology, modelling and simulation /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Human-centric AI for vehicle dynamics control/ by Baris Aykent.
Reminder of title:	with methodology, modelling and simulation /
Author:	Aykent, Baris.
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xxi, 167 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Motor vehicles - Dynamics. -
Online resource:	https://doi.org/10.1007/978-3-031-85689-1
ISBN:	9783031856891

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

Human-centric AI for vehicle dynamics controlwith methodology, modelling and simulation /[electronic resource] :by Baris Aykent. - Cham :Springer Nature Switzerland :2025. - xxi, 167 p. :ill. (some col.), digital ;24 cm. - Studies in systems, decision and control,v. 4942198-4190 ;. - Studies in systems, decision and control ;v. 494..

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.

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.

ISBN: 9783031856891

Standard No.: 10.1007/978-3-031-85689-1doiSubjects--Topical Terms:

901184
Motor vehicles
--Dynamics.

LC Class. No.: TL243

Dewey Class. No.: 629.204

Human-centric AI for vehicle dynamics control = with methodology, modelling and simulation /
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520 $a 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.
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