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Communication, Computation and Perception Technologies for Internet of Vehicles

2023-10-31 Technology & Engineering
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Release : 2023-10-31
Genre : Technology & Engineering
Kind : eBook
Book Rating : 398/5 ( reviews)

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Book Synopsis Communication, Computation and Perception Technologies for Internet of Vehicles by : Yongdong Zhu

Download or read book Communication, Computation and Perception Technologies for Internet of Vehicles written by Yongdong Zhu. This book was released on 2023-10-31. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the design, management, and cybersecurity of connected and autonomous vehicles under the umbrella of the Internet of Vehicles. Both principles and engineering practice are covered, from the design perspectives of communication, computing, and perception to ITS management. An in-depth study of a range of topics such as microscopic traffic behavior modeling and simulation, localization, V2X communication, cooperative cloud-edge computing, and multi-sensor fusion for perception has been presented, while novel enabling technologies such as RIS and blockchain are introduced. The book benefits researchers, engineers, and graduate students in the fields of intelligent transport systems, telecommunications, cybersecurity, and autonomous driving.

Mobile Edge Computing

2021-10-01 Computers
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Release : 2021-10-01
Genre : Computers
Kind : eBook
Book Rating : 443/5 ( reviews)

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Book Synopsis Mobile Edge Computing by : Yan Zhang

Download or read book Mobile Edge Computing written by Yan Zhang. This book was released on 2021-10-01. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. It offers comprehensive, self-contained knowledge on Mobile Edge Computing (MEC), which is a very promising technology for achieving intelligence in the next-generation wireless communications and computing networks.The book starts with the basic concepts, key techniques and network architectures of MEC. Then, we present the wide applications of MEC, including edge caching, 6G networks, Internet of Vehicles, and UAVs. In the last part, we present new opportunities when MEC meets blockchain, Artificial Intelligence, and distributed machine learning (e.g., federated learning). We also identify the emerging applications of MEC in pandemic, industrial Internet of Things and disaster management.The book allows an easy cross-reference owing to the broad coverage on both the principle and applications of MEC. The book is written for people interested in communications and computer networks at all levels. The primary audience includes senior undergraduates, postgraduates, educators, scientists, researchers, developers, engineers, innovators and research strategists.

Intelligent Computing and Communication for the Internet of Vehicles

2023-01-04 Computers
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Release : 2023-01-04
Genre : Computers
Kind : eBook
Book Rating : 60X/5 ( reviews)

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Book Synopsis Intelligent Computing and Communication for the Internet of Vehicles by : Mushu Li

Download or read book Intelligent Computing and Communication for the Internet of Vehicles written by Mushu Li. This book was released on 2023-01-04. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates intelligent network resource management for IoV, with the objective of maximizing the communication and computing performance of vehicle users. Focusing on two representative use cases in IoV, i.e., safety message broadcast and autonomous driving, the authors propose link-layer protocol design and application-layer computing task scheduling to achieve the objective given the unique characteristics and requirements of IoV. In particular, this book illustrates the challenges of resource management for IoV due to network dynamics, such as time-varying traffic intensity and vehicle mobility, and presents intelligent resource management solutions to adapt to the network dynamics. The Internet of Vehicles (IoV) enables vehicle-to-everything connectivity and supports a variety of applications for vehicles on the road. Intelligent resource management is critical for satisfying demanding communication and computing requirements on IoV, while the highly dynamic network environments pose challenges to the design of resource management schemes. This book provides insights into the significance of adaptive resource management in improving the performance of IoV. The customized communication protocol and computing scheduling scheme are designed accordingly by taking the network dynamics information as an integral design factor. Moreover, the decentralized designs of the proposed solutions guarantee low signaling overhead and high scalability. A comprehensive literature review summarizing recent resource management schemes in IoV, followed by the customized design of communication and computing solutions for the two IoV use cases is included which can serve as a useful reference for professionals from both academia and industry in the area of IoV and resource management. Researchers working within this field and computer science and electrical engineering students will find this book useful as well.

Internet of Vehicles and its Applications in Autonomous Driving

2020-09-18 Technology & Engineering
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Release : 2020-09-18
Genre : Technology & Engineering
Kind : eBook
Book Rating : 354/5 ( reviews)

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Book Synopsis Internet of Vehicles and its Applications in Autonomous Driving by : Nishu Gupta

Download or read book Internet of Vehicles and its Applications in Autonomous Driving written by Nishu Gupta. This book was released on 2020-09-18. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an insight on the importance that Internet of Vehicles (IoV) solutions can have in taking care of vehicular safety through internetworking and automation. Key features of the book are the inclusion and elaboration of recent and emerging developments in various specializations of intelligent transportation systems and their solutions by incorporating IoT (Internet of Things) and IoV. This book presents to its readers useful IoV applications and architectures that cater to their improved driving requirements and lead towards autonomous driving. The application domains have a large range in which vehicular networking, communication technology, sensor devices, computing materials and devices, IoT communication, vehicular and on-road safety, data security and other topics are included.

Internet Access in Vehicular Networks

2021-11-18 Computers
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Release : 2021-11-18
Genre : Computers
Kind : eBook
Book Rating : 912/5 ( reviews)

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Book Synopsis Internet Access in Vehicular Networks by : Wenchao Xu

Download or read book Internet Access in Vehicular Networks written by Wenchao Xu. This book was released on 2021-11-18. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the Internet access for vehicles as well as novel communication and computing paradigms based on the Internet of vehicles. To enable efficient and reliable Internet connection for mobile vehicle users, this book first introduces analytical modelling methods for the practical vehicle-to-roadside (V2R) Internet access procedure, and employ the interworking of V2R and vehicle-to-vehicle (V2V) to improve the network performance for a variety of automotive applications. In addition, the wireless link performance between a vehicle and an Internet access station is investigated, and a machine learning based algorithm is proposed to improve the link throughout by selecting an efficient modulation and coding scheme. This book also investigates the distributed machine learning algorithms over the Internet access of vehicles. A novel broadcasting scheme is designed to intelligently adjust the training users that are involved in the iteration rounds for an asynchronous federated learning scheme, which is shown to greatly improve the training efficiency. This book conducts the fully asynchronous machine learning evaluations among vehicle users that can utilize the opportunistic V2R communication to train machine learning models. Researchers and advanced-level students who focus on vehicular networks, industrial entities for internet of vehicles providers, government agencies target on transportation system and road management will find this book useful as reference. Network device manufacturers and network operators will also want to purchase this book.

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