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Author: Wenchao Xu
Publisher: Springer Nature
ISBN: 3030889912
Category : Computers
Languages : en
Pages : 175
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Book Description
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.
Author: Wenchao Xu
Publisher: Springer Nature
ISBN: 3030889912
Category : Computers
Languages : en
Pages : 175
Get Book Here
Book Description
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.
Author: Wenchao Xu
Publisher:
ISBN: 9783030889920
Category :
Languages : en
Pages : 0
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Book Description
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. .
Author: Huang, Chung-Ming
Publisher: IGI Global
ISBN: 1605668419
Category : Computers
Languages : en
Pages : 438
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Book Description
"This book examines critical issues involved with telematics such as vehicular network infrastructure, vehicular network communication protocols, and vehicular services and applications"--Provided by publisher.
Author: Haibo Zhou
Publisher: Springer
ISBN: 3319204548
Category : Technology & Engineering
Languages : en
Pages : 82
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Book Description
This brief presents a unified analytical framework for the evaluation of drive-thru Internet performance and accordingly proposes an optimal spatial access control management approach. A comprehensive overview and in-depth discussion of the research literature is included. It summarizes the main concepts and methods, and highlights future research directions. The brief also introduces a novel cooperative vehicular communication framework together with a delicate linear cluster formation scheme and low-delay content forwarding approach to provide a flexible and efficient vehicular content distribution in the drive-thru Internet. The presented medium access control and vehicular content distribution related research results in this brief provide useful insights for the design approach of Wi-Fi enabled vehicular communications and it motivates a new line of thinking for the performance enhancements of future vehicular networking. Advanced-level students, researchers and professionals interested in vehicular networks or coordinated network sharing will find Cooperative Vehicular Communications in the Drive-thru Internet a valuable reference.
Author: Daniel Minoli
Publisher: John Wiley & Sons
ISBN:
Category : Computers
Languages : en
Pages : 552
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Book Description
The anatomy of the Internet: how it's structured, what makes it work, who controls it, and how to support internetworking capabilities in your organization If you work in any aspect of internetworking planning, design, development, or management, you need to have as complete a picture as possible of how the Internet is structured and what makes it work. Internet Architectures explains Internet components and the technical relationships between them, names the key players involved and the agreements currently in place between them, reveals proprietary architectures, and arms you with a wealth of practical information on: * Backbone technologies, including packet over SONET * Protocols and a description of ISP network architectures * Servers, routers, and software * Communications infrastructures * Access technology, including xDSL, ADSL, FITL, and frame relay * QoS and its support technologies, including ATM, RSVP, IPv6 * Policy, regulation, peering, and reciprocity arrangements * Multimedia and supporting technology * Internetworking security
Author: Anna Maria Vegni
Publisher: CRC Press
ISBN: 1498749208
Category : Computers
Languages : en
Pages : 192
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Book Description
The book provides a comprehensive guide to vehicular social networks. The book focuses on a new class of mobile ad hoc networks that exploits social aspects applied to vehicular environments. Selected topics are related to social networking techniques, social-based routing techniques applied to vehicular networks, data dissemination in VSNs, architectures for VSNs, and novel trends and challenges in VSNs. It provides significant technical and practical insights in different aspects from a basic background on social networking, the inter-related technologies and applications to vehicular ad-hoc networks, the technical challenges, implementation and future trends.
Author: Mamata Rath
Publisher: Information Science Reference
ISBN: 9781522594963
Category : Computers
Languages : en
Pages : 0
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Book Description
"This book examines the issues, algorithms, and solutions for achieving best resource utilization in vehicular ad hoc networks"--
Author: Marc Emmelmann
Publisher: John Wiley & Sons
ISBN: 9780470661307
Category : Technology & Engineering
Languages : en
Pages : 314
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Book Description
During the last 15 years, the interest in vehicular communication has grown, especially in the automotive industry. Due to the envisioned mass market, projects focusing on Car-to-X communication experience high public visibility. This book presents vehicular communication in a broader perspective that includes more than just its application to the automotive industry. It provides, researchers, engineers, decision makers and graduate students in wireless communications with an introduction to vehicular communication focussing on car-to-x and train-based systems. Emphasizes important perspectives of vehicular communication including market area, application areas, and standardization issues as well as selected topics featuring aspects of developing, prototyping, and testing vehicular communication systems. Supports the reader in understanding common characteristics and differences between the various application areas of vehicular communication. Offers both an overview of the application area and an in-depth discussion of key technologies in these areas. Written by a wide range of experts in the field.
Author: Chisheng Zhang
Publisher:
ISBN:
Category : Mobile communication systems
Languages : en
Pages : 118
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Book Description
In this research, we systematically analyze the above problems and propose effective and efficient solutions to address the afore-mentioned challenges. Our goal is to build a framework to facilitate the multi-user Internet access in wireless vehicular networks with QoS guaranteed network infrastructure and protocols, and QoE enhanced applications and services. Our contribution are summarized as follows. To address the issue of infrastructure planning, we identify the problem how to deploy different types of network components,such as base stations and relays, in a cost-efficient way to maximize the network performance.First,we propose a detailed analytical model for infrastructure-based vehicular Internet access in the presence of different network compo-nents. Then, through extensive simulations based on the proposed model, we obtain some guidelines on choosing and deploying different network components in vehicular Internet access networks. Finally, as a special case study of infrastructure planning, we investigate the incremental and cost-efficient network planning (ICNP) problem in vehicular Internet access networks with the objective of improving network capacity for an existing network under limited deployment cost. After defining a cost efficiency metric,namely incremental upgrade utility (IUU), we develop a heuristic algorithm, called Greedy Link Deployment algorithm (GLiD) with approximation ratio (1-1/{591}e) for deploying additional wireless links to the existing networks to achieve the maximum performance improvement. To address the issue of protocol adaption,we investigate the maximum network connectivity problem in vehicular Internet access networks, in which vehicles adopt both vehicle-to-infrastructure and vehicle-to-vehicle communications. We first analyze the characteristics of network connectivity in vehicular Internet access networks and derive a closed form to represent the connectivity probability under specific road-side units (RSU) deployment model and vehicle arrival rate. Then, we develop a connectivity-oriented data dissemina-tion (CoDA) protocol to maximize the minimum network connectivity in vehicular Internet access systems based on the probabilistic analysis. Finally, we validate the CoDA protocol through extensive simulations and the results show that the CoDA protocol can achieve the maximum connectivity probability in vehicular communications in different network scenarios. To address the issue of service enhancement,we take localization service, a fundamental service in vehicular applications, as an example.We study the vehicular localization problem in urban environments. It is a challenging task to achieve high localization accuracy due to the severe multi-path effects caused by buildings and interfering sources in urban area. First, we perform a series of experiments which shows that the vehicular mobility and multi-path effect impose severe degradation in localization performance of GPS receivers. We then identify the correlation between the similarity of signal-noise ratio (SNR) values of GPS signals from different GPS satellites and relative distance among those GPS receivers. Based on the observation, we design the Networking-GPS algorithm, which constructs atomic redundantly rigid graphs according to the signal similarity and expands atomic triangles to reach anchor points along the road side. Therefore, the local accuracy can be transited to the global accuracy through the redundantly rigid transformation. Our evaluation based on real GPS traces shows that Networking-GPS can achieve higher accuracy against multi-path effect in urban area.
Author: Christoph Sommer
Publisher: Cambridge University Press
ISBN: 1107046718
Category : Computers
Languages : en
Pages : 373
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Book Description
Learn about the basics and the future of vehicular networking research with this essential guide to in- and inter-vehicle communication.
