Smart Transportation : AI Enabled Mobility and Autonomous Driving

Title: Smart Transportation : AI Enabled Mobility and Autonomous Driving
Author: Anke Schmeink, Giovanni Prestiflippo, Guido Dartmann, Houbing Song, Martina Ziefle, Volker Lucken
ISBN: 1032028831 / 9781032028835
Format: Soft Cover
Pages: 256
Publisher: CRC Press
Year: 2024
Availability: 2 to 3 weeks

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The book provides a broad overview of the challenges and recent developments in the field of smart mobility and transportation, including technical, algorithmic and social aspects of smart mobility and transportation. It reviews new ideas for services and platforms for future mobility. New concepts of artificial intelligence and the implementation in new hardware architecture are discussed. In the context of artificial intelligence, new challenges of machine learning for autonomous vehicles and fleets are investigated. The book also investigates human factors and social questions of future mobility concepts.

The goal of this book is to provide a holistic approach towards smart transportation. The book reviews new technologies such as the cloud, machine learning and communication for fully atomatized transport, catering to the needs of citizens. This will lead to complete change of concepts in transportion.

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Preface

Chapter 1 : Social Acceptance of Autonomous Driving – The Importance of Public Discourse and Citizen Participation
Chapter 2 : Artificial Intelligence for Autonomous Vehicle Fleets : Desired Requirements, Solutions and a Best Practice Project
Chapter 3 : Large-scale Simulation of a Mobility-on-Demand System for the German City Aachen
Chapter 4 : Artificial Intelligence for Fleets of Autonomous Vehicles : Desired Requirements and Solution Approaches
Chapter 5 : Future Urban Mobility : Designing New Mobility Technologies in Open Innovation Networks
Chapter 6 : Communication and Service Aspects of Smart Mobility : Improving Security, Privacy and Efficiency of Mobility Services by Utilizing Distributed Ledger Technology
Chapter 7 : Pseudonym Management through Blockchain : Cost-efficient Privacy Preservation on Smart Transportation
Chapter 8 : Simulation Platforms for Autonomous Driving and Smart Mobility : Simulation Platforms, Concepts, Software, APIs
Chapter 9 :
Deep-Learning Based Depth Completion for Autonomous Driving Applications
Chapter 10 : Artificial Intelligence Based on Modular Reinforcement Learning and Unsupervised Learning
Chapter 11 : Functional Safety of Deep Learning Techniques in Autonomous Driving Systems

Index