Cyber-Physical Vehicle Systems: Methodology and Applications (Synthesis Lectures on Advances in Automotive Technology, 10) - Softcover

Lv, Chen; Xing, Yang; Zhang, Junzhi

Softcover

ISBN 10: 1681737310 ISBN 13: 9781681737317

Publisher: Morgan & Claypool Publishers, 2020

Synopsis

This book studies the design optimization, state estimation, and advanced control methods for cyber-physical vehicle systems (CPVS) and their applications in real-world automotive systems.

First, in Chapter 1, key challenges and state-of-the-art of vehicle design and control in the context of cyber-physical systems are introduced. In Chapter 2, a cyber-physical system (CPS) based framework is proposed for high-level co-design optimization of the plant and controller parameters for CPVS, in view of vehicle's dynamic performance, drivability, and energy along with different driving styles. System description, requirements, constraints, optimization objectives, and methodology are investigated. In Chapter 3, an Artificial-Neural-Network-based estimation method is studied for accurate state estimation of CPVS. In Chapter 4, a high-precision controller is designed for a safety-critical CPVS. The detailed control synthesis and experimental validation are presented. The application results presented throughout the book validate the feasibility and effectiveness of the proposed theoretical methods of design, estimation, control, and optimization for cyber physical vehicle systems.

Edition details

• Publisher: Morgan & Claypool Publishers
• Publication date: 2020
• Language: English
• ISBN 10: 1681737310
• ISBN 13: 9781681737317
• Binding: Paperback
• Number of pages: 86