AI-enabled Technologies for Autonomous and Connected Vehicles

AI-enabled Technologies for Autonomous and Connected Vehicles
Author: Yi Lu Murphey
Publisher: Springer Nature
Total Pages: 563
Release: 2022-09-07
Genre: Technology & Engineering
ISBN: 3031067800

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.

AI-enabled Technologies for Autonomous and Connected Vehicles

AI-enabled Technologies for Autonomous and Connected Vehicles
Author: Yi Lu Murphey
Publisher: Springer
Total Pages: 0
Release: 2022-09-27
Genre: Technology & Engineering
ISBN: 9783031067792

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.

Riding The Wave: Exploring The Realms Of Autonomous Vehicles

Riding The Wave: Exploring The Realms Of Autonomous Vehicles
Author: Hassan Qudrat-ullah
Publisher: World Scientific
Total Pages: 645
Release: 2024-09-20
Genre: Computers
ISBN: 9811294844

This authoritative volume offers a thought-provoking and comprehensive examination of the present and future of autonomous vehicles (AVs), providing readers with a robust understanding of the transformative forces shaping the automotive landscape.Riding the Wave: Exploring the Realms of Autonomous Vehicles navigates through the historical evolution of AVs, untangling the intricate web of technological advancements, and delving into the complex legal, regulatory, and ethical considerations surrounding autonomous transportation. This comprehensive exploration spans various dimensions, from the foundational concepts and technological intricacies to the legal and regulatory landscapes, industry innovations, and the profound societal and economic impacts of AVs.Grounded in rigorous research and real-world case studies, each chapter unfolds a new layer of the AV narrative, shedding light on the industry's key players, breakthrough innovations, and the challenges and opportunities that lie ahead. From exploring the technological foundations that power AVs to dissecting the legal frameworks that govern them, this book serves as a comprehensive guide for readers seeking a nuanced understanding of the autonomous vehicle landscape.Riding the Wave promises to be an indispensable companion for anyone curious about the future of transportation. By transcending myths and realities, it empowers readers to navigate the dynamic landscape of autonomous vehicles with confidence and clarity, shedding light on advancements and societal impacts along the way.

Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems

Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems
Author: Aparna Kumari
Publisher: Elsevier
Total Pages: 552
Release: 2024-05-23
Genre: Technology & Engineering
ISBN: 0443238154

Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems: Fundamentals, Technologies, and Solutions is an essential reference for energy researchers, graduate students and engineers who aim to understand the opportunities offered by artificial intelligence for the integration of electric vehicles into smart grids. This book begins by building foundational knowledge for the reader, covering the essentials of artificial intelligence and its applications for electric vehicles in a clear and holistic manner. Next, it breaks down two essential areas of application in more detail: energy management (from to energy harvesting to demand response and complex forecasting), and market strategies (including peer-to-peer, vehicle-to-vehicle, and vehicle-to-everything trading, plus the cyber-security implications). A final part provides detailed case studies and close consideration of challenges, including code and data sets for replication of techniques. Providing a clear pathway from fundamentals to practical implementation, Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems will provide multidisciplinary guidance for implementing this cutting-edge technology in the energy systems of the future. - Supports fundamental understanding of artificial intelligence and its opportunities for energy system specialists - Collects the real-world experiences of global experts - Enables practical implementation of artificial intelligence strategies that support renewable energy integration across energy systems, markets, and grids

Intelligent Technologies for Internet of Vehicles

Intelligent Technologies for Internet of Vehicles
Author: Naercio Magaia
Publisher:
Total Pages: 0
Release: 2021
Genre:
ISBN: 9783030764944

This book gathers recent research works in emerging Artificial Intelligence (AI) methods for the convergence of communication, caching, control, and computing resources in cloud-based Internet of Vehicles (IoV) infrastructures. In this context, the book's major subjects cover the analysis and the development of AI-powered mechanisms in future IoV applications and architectures. It addresses the major new technological developments in the field and reflects current research trends and industry needs. It comprises a good balance between theoretical and practical issues, covering case studies, experience and evaluation reports, and best practices in utilizing AI applications in IoV networks. It also provides technical/scientific information about various aspects of AI technologies, ranging from basic concepts to research-grade material, including future directions. This book is intended for researchers, practitioners, engineers, and scientists involved in designing and developing protocols and AI applications and services for IoV-related devices.

6G Connectivity-Systems, Technologies, and Applications

6G Connectivity-Systems, Technologies, and Applications
Author: Ramjee Prasad
Publisher: CRC Press
Total Pages: 329
Release: 2024-08-09
Genre: Technology & Engineering
ISBN: 1040120962

This book covers need for 6G connectivity arising from the pursuit of higher data speeds, ultra-low latency, massive IoT connectivity, enhanced spectral efficiency, and the facilitation of new and transformative applications. By addressing these drivers and expectations, 6G aims to revolutionize wireless communication, opening up a realm of possibilities for industries, societies, and individuals. Technological improvements and evolutions are required beyond fifth-generation (5G) networks for wireless communications as well as in the industry where the involvement of collaborative robots (COBOT) will satisfy the personal needs of human beings as and when required leading to human–machine interactions. A considerable amount of effort has been devoted, both in industry and academia, towards the performance modelling, evaluation and prediction of convergent multi-service heterogeneous, future-generation networks such as 6G. Technical topics discussed in the book include: Network security and attacks 6G applications and Industry 5.0 Human centric interface Green computing in wireless cellular networks Next generation networks (IOT, Cloud Computing, Big Data, etc.)

Autonomous and Connected Vehicles

Autonomous and Connected Vehicles
Author: Dominique Paret
Publisher: John Wiley & Sons
Total Pages: 420
Release: 2022-03-15
Genre: Technology & Engineering
ISBN: 1119816130

AUTONOMOUS AND CONNECTED VEHICLES Discover the latest developments in autonomous vehicles and what the future holds for this exciting technology In Autonomous and Connected Vehicles, networking experts Dominique Paret and Hassina Rebaine deliver a robust exploration of the major technological changes taking place in the field, and describe the different levels of autonomy possible with current technologies and the legal and regulatory contexts in which new autonomous vehicles will circulate. The book also includes discussions of the sensors, including infrared, ultrasound, cameras, lidar, and radar, used by modern autonomous vehicles. Readers will enjoy the intuitive descriptions of Advanced Driver Assistance Systems (ADAS), network architectures (CAN-FD, FlexRay, and Backbone Ethernet), and software that power current and future autonomous vehicles. The authors also discuss how ADAS can be fused with data flowing over newer and faster network architectures and artificial intelligence to create greater levels of autonomy. The book also includes: A thorough introduction to the buzz and hype surrounding autonomous and connected vehicles, including a brief history of the autonomous vehicle Comprehensive explorations of common issues affecting autonomous and connected vehicles, including regulatory guidelines, legislation, relevant norms and standards, and insurance issues Practical discussions of autonomous vehicle sensors, from DAS to ADAS and HADAS, and VA L3 to L5 In-depth examinations of networks and architecture, including discussions of data fusion, artificial intelligence, and hardware architecture in vehicles Perfect for graduate and undergraduate students in programs dealing with the intersection of wireless communication technologies and vehicles, Autonomous and Connected Vehicles is also a must-read reference for industry professionals and researchers seeking a one-stop reference for the latest developments in vehicle communications technology.