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murphey yi lu (curatore); kolmanovsky ilya (curatore); watta paul (curatore) - ai-enabled technologies for autonomous and connected vehicles

AI-enabled Technologies for Autonomous and Connected Vehicles

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2023
Edizione: 1st ed. 2023





Trama

This book reports on cutting-edge research and advances in the field of intelligent vehicle systems. It presents a broad range of AI-enabled technologies, with a focus on automated, autonomous and connected vehicle systems.  It covers advanced machine learning technologies, including deep and reinforcement learning algorithms, transfer learning and learning from big data, as well as control theory applied to mobility and vehicle systems. Furthermore, it reports on cutting-edge technologies for environmental perception and vehicle-to-everything (V2X), discussing socioeconomic and environmental implications, and aspects related to human factors and energy-efficiency alike, of automated mobility. Gathering chapters written by renowned researchers and professionals, this book offers a good balance of theoretical and practical knowledge. It provides researchers, practitioners and policy makers with a comprehensive and timely guide on the field of autonomous driving technologies. 






Sommario

Advances, Opportunities and Challenges in AI-enabled Technologies for Autonomous and Connected Vehicles.- Semi-autonomous Truck Platooning with a Lean Sensor Package.- Environmental Perception for Intelligent Vehicles.- 3D Object Detection for Autonomous Driving. 










Altre Informazioni

ISBN:

9783031067822

Condizione: Nuovo
Collana: Lecture Notes in Intelligent Transportation and Infrastructure
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:VIII, 567 p. 265 illus., 252 illus. in color.
Pagine Arabe: 567
Pagine Romane: viii


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