Towards User-Centric Intelligent Network Selection in 5g Heterogeneous Wireless Networks: A Reinforcement Learning Perspective, Du Zhiyong, Jiang Bin, Wu Qihui
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 Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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).
Автор: F. Richard Yu; Ying He Название: Deep Reinforcement Learning for Wireless Networks ISBN: 3030105458 ISBN-13(EAN): 9783030105457 Издательство: Springer Рейтинг: Цена: 51230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This Springerbrief presents a deep reinforcement learning approach to wireless systems to improve system performance. Particularly, deep reinforcement learning approach is used in cache-enabled opportunistic interference alignment wireless networks and mobile social networks. Simulation results with different network parameters are presented to show the effectiveness of the proposed scheme. There is a phenomenal burst of research activities in artificial intelligence, deep reinforcement learning and wireless systems. Deep reinforcement learning has been successfully used to solve many practical problems. For example, Google DeepMind adopts this method on several artificial intelligent projects with big data (e.g., AlphaGo), and gets quite good results.. Graduate students in electrical and computer engineering, as well as computer science will find this brief useful as a study guide. Researchers, engineers, computer scientists, programmers, and policy makers will also find this brief to be a useful tool.
Автор: Ficco, Massimo Название: Security and Resilience in Intelligent Data-Centric Systems and Communication Networks ISBN: 0128113731 ISBN-13(EAN): 9780128113738 Издательство: Elsevier Science Рейтинг: Цена: 114530.00 T Наличие на складе: Поставка под заказ. Описание: Security and Resilience in Intelligent Data-Centric Systems and Communication Networks presents current, state-of-the-art work on novel research in theoretical and practical resilience and security aspects of intelligent data-centric critical systems and networks. The book analyzes concepts and technologies that are successfully used in the implementation of intelligent data-centric critical systems and communication networks, also touching on future developments. In addition, readers will find in-demand information for domain experts and developers who want to understand and realize the aspects (opportunities and challenges) of using emerging technologies for designing and developing more secure and resilient intelligent data-centric critical systems and communication networks. Topics covered include airports, seaports, rail transport systems, plants for the provision of water and energy, and business transactional systems. The book is well suited for researchers and PhD interested in the use of security and resilient computing technologies.
Автор: Shanzhi Chen; Fei Qin; Bo Hu; Xi Li; Zhonglin Chen Название: User-Centric Ultra-Dense Networks for 5G ISBN: 331961200X ISBN-13(EAN): 9783319612003 Издательство: Springer Рейтинг: Цена: 51230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This is the first book to introduce UUDN for 5G, including the concept, challenges, architecture and key technologies.The new network architecture based on “de-cellular” and “user-centric” is proposed with three kinds of decoupling: user plane and control plane decoupling from radio access, control and transmission decoupling from network, local service and network service decoupling.Key characteristics of UUDN are provided, including four aspects: Intelligent network knows user, Moving network follows user, Dynamic network serves user, and Secured network protects user.Four promising technology directions are discussed in detail, including dynamic APs grouping (DAPGing) method, intelligent networking, advanced interference management and user-centric security.The authors also include a UUDN solution, illustrated with numerology and evaluation results as a practical example. Finally, further research directions of UUDN are analyzed.This book gives an overall introduction of UUDN for people who are interested and just begin their study, as well as some suggestions on further research for experts involved in academic, industrial and standardization activities on relative fields.
Автор: Krishna, M. Bala|| Название: User-Centric and Information-Centric Networking and Services ISBN: 1138633321 ISBN-13(EAN): 9781138633322 Издательство: Taylor&Francis Рейтинг: Цена: 112290.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents the basic concepts of User-Centric Networks (UCN) and Information-Centric Networks (ICN) , describes the main architecture proposals for these networks, and discusses the main challenges to their development.
Автор: Syed Hassan Ahmed; Safdar Hussain Bouk; Dongkyun K Название: Content-Centric Networks ISBN: 9811000646 ISBN-13(EAN): 9789811000645 Издательство: Springer Рейтинг: Цена: 60940.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book introduces Content-Centric Networking (CCN), a networking paradigm that provides a simple and effective solution to the challenging demands of future wired and wireless communications.
Название: Advances in body-centric wireless communication ISBN: 1849199892 ISBN-13(EAN): 9781849199896 Издательство: Неизвестно Рейтинг: Цена: 177020.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book brings together contributions from a multidisciplinary team of researchers in the field of wireless and mobile communications, signal processing and medical measurements, to present the underlying theory, implementation challenges and applications of this exciting new technology.
Автор: William Y. Chang Название: Network-Centric Service Oriented Enterprise ISBN: 9048176468 ISBN-13(EAN): 9789048176465 Издательство: Springer Рейтинг: Цена: 181670.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This is the first comprehensive book about the emerging technology of Network-Centric Service-Oriented Enterprise (NCSOE).
Название: Distributed Data Fusion for Network-Centric Operations ISBN: 1138073830 ISBN-13(EAN): 9781138073838 Издательство: Taylor&Francis Рейтинг: Цена: 86760.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
With the recent proliferation of service-oriented architectures (SOA), cloud computing technologies, and distributed-interconnected systems, distributed fusion is taking on a larger role in a variety of applications--from environmental monitoring and crisis management to intelligent buildings and defense. Drawing on the work of leading experts around the world, Distributed Data Fusion for Network-Centric Operations examines the state of the art of data fusion in a distributed sensing, communications, and computing environment.
Get Insight into Designing and Implementing Data Fusion in a Distributed Network
Addressing the entirety of information fusion, the contributors cover everything from signal and image processing, through estimation, to situation awareness. In particular, the work offers a timely look at the issues and solutions involving fusion within a distributed network enterprise. These include critical design problems, such as how to maintain a pedigree of agents or nodes that receive information, provide their contribution to the dataset, and pass to other network components. The book also tackles dynamic data sharing within a network-centric enterprise, distributed fusion effects on state estimation, graph-theoretic methods to optimize fusion performance, human engineering factors, and computer ontologies for higher levels of situation assessment.
A comprehensive introduction to this emerging field and its challenges, the book explores how data fusion can be used within grid, distributed, and cloud computing architectures. Bringing together both theoretical and applied research perspectives, this is a valuable reference for fusion researchers and practitioners. It offers guidance and insight for those working on the complex issues of designing and implementing distributed, decentralized information fusion.
Автор: Alessandro Aldini; Alessandro Bogliolo Название: User-Centric Networking ISBN: 3319379933 ISBN-13(EAN): 9783319379937 Издательство: Springer Рейтинг: Цена: 88500.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This work represents a milestone for the "ULOOP User-centric Wireless Local Loop" project funded by the EU IST Seventh Framework Programme.ULOOP is focused on the robust, secure, and autonomic deployment of user-centric wireless networks.
Автор: Ghazi Ben Ayed Название: Architecting User-Centric Privacy-as-a-Set-of-Services ISBN: 3319383744 ISBN-13(EAN): 9783319383743 Издательство: Springer Рейтинг: Цена: 95770.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The framework is intended to distill privacy-related digital identity requirements (business interoperability) into a set of services, which in turn can be implemented on the basis of open standards (technical interoperability).
Автор: Ghazi Ben Ayed Название: Architecting User-Centric Privacy-as-a-Set-of-Services ISBN: 3319082302 ISBN-13(EAN): 9783319082301 Издательство: Springer Рейтинг: Цена: 121890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The framework is intended to distill privacy-related digital identity requirements (business interoperability) into a set of services, which in turn can be implemented on the basis of open standards (technical interoperability).
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