Automotive Internetworking

Automotive Internetworking
Author: Timo Kosch
Publisher: John Wiley & Sons
Total Pages: 405
Release: 2012-02-14
Genre: Technology & Engineering
ISBN: 1119945100

A complete introduction tocar-to-X communications networking Automotive Inter-networking will introduce a range of new network and system technologies for vehicle safety, entertainment and comfort systems currently being researched and developed. C2X networking is not only a matter of technology, but is also very closely related to policy-making about deployment. This book will provide the background on technical developments but will also discuss the potential benefits, costs and risks. Also discussed will be concepts related to application of vehicle-to-vehicle and vehicle-to-infrastructure communication technologies for various purposes such as automobile safety enhancement, vehicle user applications for comfort and convenience and efficiency along with other potential commercial applications. Application domains will build the starting point for an analysis of the requirements on suitable mobile network technology and the book will look at how well existing and new systems match these requirements. New automotive-specific technologies are presented in detail, explaining millimeter wave short range systems and special automotive network protocols. Specially designed system services and security mechanisms are introduced and system architecture, radio spectrum use, medium access control, network protocols and security concepts and considered. Finally, the book will present the current world-wide standardization activities, deployment strategies and an outlook about the evolvement of inter-vehicle communications in the next decades. Presents a comprehensive top-down approach to the newly evolving car-to-X communications networking Provides a broad overview of all relevant C2X communication topics Written by well known experts in the field Predicts the outlook of the evolvement of inter-vehicle communications in the next decades Includes illustrations and high-level technical sketches of application domains and photographs, 3D renderings and professional graphical sketches of current prototypes

Vehicular-2-X Communication

Vehicular-2-X Communication
Author: Radu Popescu-Zeletin
Publisher: Springer Science & Business Media
Total Pages: 116
Release: 2010-04-26
Genre: Technology & Engineering
ISBN: 3540771433

Universal vehicular communication promises many improvements in terms of ac- dent avoidance and mitigation, better utilization of roads and resources such as time and fuel, and new opportunities for infotainment applications. However, before widespread acceptance, vehicular communication must meet challenges comparable to the trouble and disbelief that accompanied the introduction of traf c lights back then. The rst traf c light was installed in 1868 in London to signal railway, but only later, in 1912, was invented the rst red-green electric traf c light. And roughly 50 years after the rst traf c light, in 1920, the rst four-way traf c signal comparable to our today’s traf c lights was introduced. The introduction of traf c signals was necessary after automobiles soon became prevalent once the rst car in history, actually a wooden motorcycle, was constructed in 1885. Soon, the scene became complicated, requiring the introduction of the “right-of-way” philosophy and later on the very rst traf c light. In the same way the traf c light was a necessary mean to regulate the beginning of the automotive life and to protect drivers, passengers, as well as pedestrians and other inhabitants of the road infrastructure, vehicular communication is necessary to accommodate the further growth of traf c volume and to signi cantly reduce the number of accidents.

Unmanned Aerial Vehicle Cellular Communications

Unmanned Aerial Vehicle Cellular Communications
Author: Agbotiname Lucky Imoize
Publisher: Springer Nature
Total Pages: 346
Release: 2022-10-11
Genre: Technology & Engineering
ISBN: 3031083954

The book discusses how Unmanned Aerial Vehicles (UAVs) can leverage the sub-6 GHz massive MIMO to address cell selection and interference issues in future wireless networks. The book takes a close look at utilizing UAVs to achieving direct and efficient device-to device (D2D) communications in the sky. Also, the key 6G enablers (cell-free architectures, artificial intelligence, reconfigurable intelligent surfaces, THz communications, and non-terrestrial networks) for UAV communication are broached, and the primary technological challenges of each enabler are discussed extensively. Furthermore, the book covers the design of adaptable UAVs to operate in diverse and harsh environmental conditions. Additionally, the existing UAVs’ networking protocols and how these can be greatly enhanced to address the issue of intermittent network changes and channel impairments are discussed. The prospects and societal benefits envisioned in future UAVs are also presented.

Deep Learning Model Optimization, Deployment and Improvement Techniques for Edge-native Applications

Deep Learning Model Optimization, Deployment and Improvement Techniques for Edge-native Applications
Author: Pethuru Raj
Publisher: Cambridge Scholars Publishing
Total Pages: 427
Release: 2024-08-22
Genre: Computers
ISBN: 1036409619

The edge AI implementation technologies are fast maturing and stabilizing. Edge AI digitally transforms retail, manufacturing, healthcare, financial services, transportation, telecommunication, and energy. The transformative potential of Edge AI, a pivotal force in driving the evolution from Industry 4.0’s smart manufacturing and automation to Industry 5.0’s human-centric, sustainable innovation. The exploration of the cutting-edge technologies, tools, and applications that enable real-time data processing and intelligent decision-making at the network’s edge, addressing the increasing demand for efficiency, resilience, and personalization in industrial systems. Our book aims to provide readers with a comprehensive understanding of how Edge AI integrates with existing infrastructures, enhances operational capabilities, and fosters a symbiotic relationship between human expertise and machine intelligence. Through detailed case studies, technical insights, and practical guidelines, this book serves as an essential resource for professionals, researchers, and enthusiasts poised to harness the full potential of Edge AI in the rapidly advancing industrial landscape.

Vehicular Networks

Vehicular Networks
Author: Stephan Olariu
Publisher: CRC Press
Total Pages: 474
Release: 2009-03-17
Genre: Computers
ISBN: 1420085891

In spite of their importance and potential societal impact, there is currently no comprehensive source of information about vehicular ad hoc networks (VANETs). Cohesively integrating the state of the art in this emerging field, Vehicular Networks: From Theory to Practice elucidates many issues involved in vehicular networking, including traffic eng

Green Machine Learning Protocols for Future Communication Networks

Green Machine Learning Protocols for Future Communication Networks
Author: Saim Ghafoor
Publisher: CRC Press
Total Pages: 223
Release: 2023-10-25
Genre: Computers
ISBN: 1000968928

Machine learning has shown tremendous benefits in solving complex network problems and providing situation and parameter prediction. However, heavy resources are required to process and analyze the data, which can be done either offline or using edge computing but also requires heavy transmission resources to provide a timely response. The need here is to provide lightweight machine learning protocols that can process and analyze the data at run time and provide a timely and efficient response. These algorithms have grown in terms of computation and memory requirements due to the availability of large data sets. These models/algorithms also require high levels of resources such as computing, memory, communication, and storage. The focus so far was on producing highly accurate models for these communication networks without considering the energy consumption of these machine learning algorithms. For future scalable and sustainable network applications, efforts are required toward designing new machine learning protocols and modifying the existing ones, which consume less energy, i.e., green machine learning protocols. In other words, novel and lightweight green machine learning algorithms/protocols are required to reduce energy consumption which can also reduce the carbon footprint. To realize the green machine learning protocols, this book presents different aspects of green machine learning for future communication networks. This book highlights mainly the green machine learning protocols for cellular communication, federated learning-based models, and protocols for Beyond Fifth Generation networks, approaches for cloud-based communications, and Internet-of-Things. This book also highlights the design considerations and challenges for green machine learning protocols for different future applications.

Wireless Edge Caching

Wireless Edge Caching
Author: Thang X. Vu
Publisher: Cambridge University Press
Total Pages: 431
Release: 2021-03-11
Genre: Computers
ISBN: 1108480837

Discover the latest research results for both uncoded and coded caching techniques in future wireless network design.