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Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond, Stephen S. Mwanje, Christian Mannweiler


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Автор: Stephen S. Mwanje, Christian Mannweiler   (Стефан С. Мвандже)
Название:  Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond
Перевод названия: Стефан С. Мвандже: На пути к когнитивным автономным сетям. Автоматизация сетевого управления для 5G
ISBN: 9781119586388
Издательство: Wiley
Классификация:

ISBN-10: 1119586380
Обложка/Формат: Hardcover
Страницы: 500
Вес: 0.91 кг.
Дата издания: 23.07.2020
Серия: Engineering
Язык: English
Размер: 229 x 152 x 15
Читательская аудитория: Professional & vocational
Ключевые слова: Electronics & communications engineering
Подзаголовок: Network management automation for 5g and beyond
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание:

This book provides a comprehensive understanding of the current state of the art extended by mid- to long-term prospects of cognitive and autonomous network operation. Cognitive and autonomous in this context build two independent dimensions that enable the network to action based on information about its environment, and act independent of any external directions learning from its interactions and improve its responses. The key driver for the book is the need for autonomy in 5G imposed by new requirements due to virtualization of network functions. After a declaration of the need for cognitive autonomy in networks, a comprehensive background of the current position is provided. There follows an outline of the novel approaches, and a substantial description of application of tools for end-to-end cognition, namely configuration, operation, optimization and self-healing. The book ends with an outline describing the challenges of complete autonomy in networks.

Written by industry insiders working at the heart of the technology, this book serves as an essential reference for researchers, scientists and system engineers, plus standardization experts who are laying the foundations for next generation networks.




Software Defined Mobile Networks (SDMN): Beyond LTE Network Architecture (Wiley Series on Communications Networking & Distributed Systems)

Автор: Madhusanka Liyanage (Editor), Andrei Gurtov (Editor), Mika Ylianttila (Editor)
Название: Software Defined Mobile Networks (SDMN): Beyond LTE Network Architecture (Wiley Series on Communications Networking & Distributed Systems)
ISBN: 1118900286 ISBN-13(EAN): 9781118900284
Издательство: Wiley
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Цена: 14090.00 р.
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Описание: This book describes the concept of a Software Defined Mobile Network (SDMN), which will impact the network architecture of current LTE (3GPP) networks. SDN will also open up new opportunities for traffic, resource and mobility management, as well as impose new challenges on network security.

Dynamics of Complex Autonomous Boolean Networks

Автор: David P. Rosin
Название: Dynamics of Complex Autonomous Boolean Networks
ISBN: 3319135775 ISBN-13(EAN): 9783319135779
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking.

Advanced Robotics and Intelligent Automation in Manufacturing

Автор: Maki K Habib
Название: Advanced Robotics and Intelligent Automation in Manufacturing
ISBN: 1799823229 ISBN-13(EAN): 9781799823223
Издательство: Mare Nostrum (Eurospan)
Цена: 27027.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: While human capabilities can withstand broad levels of strain, they cannot hope to compete with the advanced abilities of automated technologies. Developing advanced robotic systems will provide a better, faster means to produce goods and deliver a level of seamless communication and synchronization that exceeds human skill. Advanced Robotics and Intelligent Automation in Manufacturing is a pivotal reference source that provides vital research on the application of advanced manufacturing technologies in regards to production speed, quality, and innovation. While highlighting topics such as human-machine interaction, quality management, and sensor integration, this publication explores state-of-the-art technologies in the field of robotics engineering as well as human-robot interaction. This book is ideally designed for researchers, students, engineers, manufacturers, managers, industry professionals, and academicians seeking to enhance their innovative design capabilities.

Towards Cognitive IoT Networks

Автор: Mohammad A Matin
Название: Towards Cognitive IoT Networks
ISBN: 303042572X ISBN-13(EAN): 9783030425722
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book gathers state-of-the-art research contributions written by academics and researchers, which address emerging trends in system design and implementation for the Internet of Things (IoT), and discuss how to promote IoT technologies and applications.

Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks

Автор: Zhiyong Du; Bin Jiang; Qihui Wu; Yuhua Xu; Kun Xu
Название: Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks
ISBN: 9811511195 ISBN-13(EAN): 9789811511196
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents reinforcement learning (RL) based solutions for user-centric online network selection optimization. The second part (chapter 4 and 5) focuses on how to meet dynamic user demand in complex and uncertain heterogeneous wireless networks under the framework of markov decision process (MDP).

Network Slicing for 5G and Beyond Networks

Автор: S. M. Ahsan Kazmi; Latif U. Khan; Nguyen H. Tran;
Название: Network Slicing for 5G and Beyond Networks
ISBN: 3030161692 ISBN-13(EAN): 9783030161699
Издательство: Springer
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Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book provides a comprehensive guide to the emerging field of network slicing and its importance to bringing novel 5G applications into fruition. The authors discuss the current trends, novel enabling technologies, and current challenges imposed on the cellular networks. Resource management aspects of network slicing are also discussed by summarizing and comparing traditional game theoretic and optimization based solutions. Finally, the book presents some use cases of network slicing and applications for vertical industries. Topics include 5G deliverables, Radio Access Network (RAN) resources, and Core Network (CN) resources. Discusses the 5G network requirements and the challenges therein and how network slicing offers a solutionFeatures the enabling technologies of future networks and how network slicing will play a rolePresents the role of machine learning and data analytics for future cellular networks along with summarizing the machine learning approaches for 5G and beyond networks

Sensing and Control for Autonomous Vehicles

Автор: Thor I. Fossen; Kristin Y. Pettersen; Henk Nijmeij
Название: Sensing and Control for Autonomous Vehicles
ISBN: 3319856421 ISBN-13(EAN): 9783319856421
Издательство: Springer
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Цена: 27950.00 р.
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Описание: This edited volume includes thoroughly collected on sensing and control for autonomous vehicles. There is a growing interest for cooperative and coordinated multi-vehicle systems, real-time re-planning, robust autonomous navigation systems and robust autonomous control of vehicles.

Semi-Autonomous Networks

Автор: Airlie Chapman
Название: Semi-Autonomous Networks
ISBN: 331915009X ISBN-13(EAN): 9783319150093
Издательство: Springer
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Цена: 16769.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This thesis analyzes and explores the design of controlled networked dynamic systems - dubbed semi-autonomous networks. The work approaches the problem of effective control of semi-autonomous networks from three fronts: protocols which are run on individual agents in the network;

Using Artificial Neural Networks for Analog Integrated Circuit Design Automation

Автор: Jo?o P. S. Rosa; Daniel J. D. Guerra; Nuno C. G. H
Название: Using Artificial Neural Networks for Analog Integrated Circuit Design Automation
ISBN: 3030357422 ISBN-13(EAN): 9783030357429
Издательство: Springer
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Цена: 9083.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book addresses the automatic sizing and layout of analog integrated circuits (ICs) using deep learning (DL) and artificial neural networks (ANN). It explores an innovative approach to automatic circuit sizing where ANNs learn patterns from previously optimized design solutions. In opposition to classical optimization-based sizing strategies, where computational intelligence techniques are used to iterate over the map from devices’ sizes to circuits’ performances provided by design equations or circuit simulations, ANNs are shown to be capable of solving analog IC sizing as a direct map from specifications to the devices’ sizes. Two separate ANN architectures are proposed: a Regression-only model and a Classification and Regression model. The goal of the Regression-only model is to learn design patterns from the studied circuits, using circuit’s performances as input features and devices’ sizes as target outputs. This model can size a circuit given its specifications for a single topology. The Classification and Regression model has the same capabilities of the previous model, but it can also select the most appropriate circuit topology and its respective sizing given the target specification. The proposed methodology was implemented and tested on two analog circuit topologies.

Advanced Robotics and Intelligent Automation in Manufacturing

Автор: Maki K Habib
Название: Advanced Robotics and Intelligent Automation in Manufacturing
ISBN: 1799813827 ISBN-13(EAN): 9781799813828
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 35897.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: While human capabilities can withstand broad levels of strain, they cannot hope to compete with the advanced abilities of automated technologies. Developing advanced robotic systems will provide a better, faster means to produce goods and deliver a level of seamless communication and synchronization that exceeds human skill. Advanced Robotics and Intelligent Automation in Manufacturing is a pivotal reference source that provides vital research on the application of advanced manufacturing technologies in regards to production speed, quality, and innovation. While highlighting topics such as human-machine interaction, quality management, and sensor integration, this publication explores state-of-the-art technologies in the field of robotics engineering as well as human-robot interaction. This book is ideally designed for researchers, students, engineers, manufacturers, managers, industry professionals, and academicians seeking to enhance their innovative design capabilities.

Dynamics of Complex Autonomous Boolean Networks

Автор: David P. Rosin
Название: Dynamics of Complex Autonomous Boolean Networks
ISBN: 3319367064 ISBN-13(EAN): 9783319367064
Издательство: Springer
Рейтинг:
Цена: 13059.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking.


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