AI-enabled Technologies for Autonomous and...

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Beschreibung

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.

Zusammenfassung

Reports on cutting-edge technologies for automated driving

Describes advanced applications of machine learning, big data, AI and control

Discusses aspects related to safety, energy efficiency, and human-machine interaction

Inhaltsverzeichnis

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.

Details

Erscheinungsjahr:	2022
Fachbereich:	Fertigungstechnik
Genre:	Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Reihe:	Lecture Notes in Intelligent Transportation and Infrastructure
Inhalt:	viii 567 S. 13 s/w Illustr. 252 farbige Illustr. 567 p. 265 illus. 252 illus. in color.
ISBN-13:	9783031067792
ISBN-10:	3031067797
Sprache:	Englisch
Ausstattung / Beilage:	HC runder Rücken kaschiert
Einband:	Gebunden
Redaktion:	Murphey, Yi Lu Watta, Paul Kolmanovsky, Ilya
Herausgeber:	Yi Lu Murphey/Ilya Kolmanovsky/Paul Watta
Auflage:	1st ed. 2023
Hersteller:	Springer International Publishing Lecture Notes in Intelligent Transportation and Infrastructure
Maße:	241 x 160 x 35 mm
Von/Mit:	Yi Lu Murphey (u. a.)
Erscheinungsdatum:	08.09.2022
Gewicht:	1,126 kg