Autonomous Driving Network

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Autonomous Driving Network

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Author : Wenshuan Dang
language : en
Publisher: CRC Press
Release Date : 2024-01-15

Autonomous Driving Network written by Wenshuan Dang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-15 with Computers categories.

Aiming to outline the vision of realizing automated and intelligent communication networks in the era of intelligence, this book describes the development history, application scenarios, theories, architectures, and key technologies of Huawei's Autonomous Driving Network (ADN) solution. In the book, the authors explain the design of the top-level architecture, hierarchical architecture (ANE, NetGraph, and AI Native NE), and key feature architecture (distributed AI and endogenous security) that underpin Huawei's ADN solution. The book delves into various key technologies, including trustworthy AI, distributed AI, digital twin, network simulation, digitization of knowledge and expertise, human-machine symbiosis, NE endogenous intelligence, and endogenous security. It also provides an overview of the standards and level evaluation methods defined by industry and standards organizations, and uses Huawei's ADN solution as an example to illustrate how to implement AN. This book is an essential reference for professionals and researchers who want to gain a deeper understanding of automated and intelligent communication networks and their applications.

Towards The Era Of Autonomous Network

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Author : Zhenbin Li
language : en
Publisher:
Release Date : 2026-06-29

Towards The Era Of Autonomous Network written by Zhenbin Li and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-06-29 with Computers categories.

This book examines IP autonomous driving network (ADN) technology and solutions, offering insights into the challenges that IP transport networks face and their technological evolution. It begins by introducing the concept of IP ADN, then systematically reviews the evolution of IP transport networks within this framework, as well as the application of ADN in IP transport networks. The book then traces the network management lifecycle during operations and maintenance (O&M), analyzing the interactions among maintenance engineers, network devices, operation and maintenance centers (OMCs), and operational support systems (OSSs). The authors also examine the challenges encountered in this process and present architectural recommendations and key technical solutions. The book is intended for IP transport network O&M professionals, IP network product designers and developers, as well as students and researchers interested in IP network technology and data communications.

Autonomous And Connected Vehicles

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Author : Dominique Paret
language : en
Publisher: John Wiley & Sons
Release Date : 2022-03-15

Autonomous And Connected Vehicles written by Dominique Paret and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-15 with Technology & Engineering categories.

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.

Signal And Information Processing Networking And Computers

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Author : Yue Wang
language : en
Publisher: Springer Nature
Release Date : 2023-02-23

Signal And Information Processing Networking And Computers written by Yue Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-23 with Technology & Engineering categories.

This book collects selected papers from the 10th Conference on Signal and Information Processing, Networking and Computers held in Xi’Ning, China held in July, 2022. The book focuses on the current works of information theory, communication system, computer science, aerospace technologies and big data and other related technologies. People from both academia and industry of this field can contribute and find their interests from the book.

Machine Learning Empowered Intelligent Data Center Networking

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Author : Ting Wang
language : en
Publisher: Springer Nature
Release Date : 2023-02-21

Machine Learning Empowered Intelligent Data Center Networking written by Ting Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-21 with Computers categories.

An Introduction to the Machine Learning Empowered Intelligent Data Center Networking Fundamentals of Machine Learning in Data Center Networks. This book reviews the common learning paradigms that are widely used in data centernetworks, and offers an introduction to data collection and data processing in data centers. Additionally, it proposes a multi-dimensional and multi-perspective solution quality assessment system called REBEL-3S. The book offers readers a solid foundation for conducting research in the field of AI-assisted data center networks. Comprehensive Survey of AI-assisted Intelligent Data Center Networks. This book comprehensively investigates the peer-reviewed literature published in recent years. The wide range of machine learning techniques is fully reflected to allow fair comparisons. In addition, the book provides in-depth analysis and enlightening discussions on the effectiveness of AI in DCNs from various perspectives, covering flow prediction, flow classification, load balancing, resource management, energy management, routing optimization, congestion control, fault management, and network security. Provides a Broad Overview with Key Insights. This book introduces several novel intelligent networking concepts pioneered by real-world industries, such as Knowledge Defined Networks, Self-Driving Networks, Intent-driven Networks and Intent-based Networks. Moreover, it shares unique insights into the technological evolution of the fusion of artificial intelligence and data center networks, together with selected challenges and future research opportunities.

Internet Of Vehicles And Its Applications In Autonomous Driving

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Author : Nishu Gupta
language : en
Publisher: Springer Nature
Release Date : 2020-09-18

Internet Of Vehicles And Its Applications In Autonomous Driving written by Nishu Gupta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-18 with Technology & Engineering categories.

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.

Self Driving Car Simulation Using Adaboost Cnn Algorithm

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Author : Ali Mohammad Tarif
language : en
Publisher: GRIN Verlag
Release Date : 2018-01-15

Self Driving Car Simulation Using Adaboost Cnn Algorithm written by Ali Mohammad Tarif and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-15 with Technology & Engineering categories.

Project Report from the year 2017 in the subject Engineering - Automotive Engineering, grade: 2.00, International Islamic University Malaysia, course: CSC 3304: Machine Learning, language: English, abstract: People spend hours to drive their car from place to place. What if a person sets its destination and goes to sleep while the car drives itself to the destination? It will save plenty of time. Tesla already started selling autopilot cars. Though the car can drive itself but is trustable only in certain quality roads. This means, research should still be carried out in self driving car project. All of the existing self-driving car simulation projects used Convolutional Neural Network as learning method. Though Adaboost is mostly used with binary classification problem, a variant can be developed to adapt Adaboost with Convolutional Neural Network.

Neuroscience From Neural Networks To Artificial Intelligence

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Author : Pablo Rudomin
language : en
Publisher: Springer
Release Date : 1993-06-25

Neuroscience From Neural Networks To Artificial Intelligence written by Pablo Rudomin and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-06-25 with Computers categories.

The Central Nervous System can be considered as an aggregate of neurons specialized in both the transmission and transformation of information. Information here has been used for many purposes, but the most important oneis probably to generate a representation of the "external" world that allows the organism to react properly to changes in its external environment. These functions range from such basic ones as detection of changes that may lead to tissue damage and eventual destruction of the organism and the implementation of avoidance reactions to more elaborate representations of the external world implying recognition of shapes, sounds and textures as the basis of planned action or even reflection. The question is, how can we hope to understand the complexity inherent in this range of functionalities? One of the distinguishing features of the last two decades has been the availability of computational power that has impacted the many areas of science concerned with this question. An effort has been made within this book to cross boundaries and to have active scientists from different backgrounds and disciplines explain the basic principles which guide their investigations with the hope that this will lay the basis for a future collaborative effort to understand the principles of neural networks.

Intelligent Autonomous Vehicles

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Author : International Federation of Automatic Control
language : en
Publisher: Pergamon
Release Date : 1993-09-06

Intelligent Autonomous Vehicles written by International Federation of Automatic Control and has been published by Pergamon this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-09-06 with Computers categories.

There is an increasing range of applications in which a robot has to operate in large unstructured and uncertain environments - including military cross country missions, fire fighting, construction, nuclear plant inspections, inspecting and repairing subsea structures, assembling space stations, as well as in intelligent automobiles. Uncertainty dominates the problem domain for intelligent autonomous vehicles (IAVs) through sensing the environment and vehicle state, interpreting the data, assessing the situation, adapting to changes in the environment or tasking, replanning, navigation and piloting. IFAC, recognising the industrial, technical and economic significance of IAV research, established an International Working Party to promote research and dissemination of results in IAV systems. The IAV-93 Southampton Workshop and these resulting proceedings exemplify the vitality and significant progress made by leading IAV researchers worldwide.

Intelligent Autonomous Vehicles

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Author :
language : en
Publisher:
Release Date : 2001

Intelligent Autonomous Vehicles written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Robots categories.